Reporte de Perfiles

Dataset statistics

Number of variables	29
Number of observations	59288
Missing cells	66801
Missing cells (%)	3.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	12.7 MiB
Average record size in memory	225.0 B

Variable types

Numeric	10
Categorical	15
Boolean	4

Alerts

`amenities` has a high cardinality: 54359 distinct values	High cardinality
`description` has a high cardinality: 58853 distinct values	High cardinality
`first_review` has a high cardinality: 2484 distinct values	High cardinality
`host_response_rate` has a high cardinality: 77 distinct values	High cardinality
`host_since` has a high cardinality: 3051 distinct values	High cardinality
`last_review` has a high cardinality: 1313 distinct values	High cardinality
`name` has a high cardinality: 58782 distinct values	High cardinality
`neighbourhood` has a high cardinality: 610 distinct values	High cardinality
`thumbnail_url` has a high cardinality: 52758 distinct values	High cardinality
`zipcode` has a high cardinality: 747 distinct values	High cardinality
`accommodates` is highly overall correlated with `bedrooms` and 2 other fields	High correlation
`latitude` is highly overall correlated with `longitude` and 1 other fields	High correlation
`longitude` is highly overall correlated with `latitude` and 1 other fields	High correlation
`bedrooms` is highly overall correlated with `accommodates` and 1 other fields	High correlation
`beds` is highly overall correlated with `accommodates` and 1 other fields	High correlation
`price` is highly overall correlated with `accommodates`	High correlation
`city` is highly overall correlated with `latitude` and 1 other fields	High correlation
`property_type` is highly imbalanced (68.2%)	Imbalance
`bed_type` is highly imbalanced (89.8%)	Imbalance
`host_has_profile_pic` is highly imbalanced (97.0%)	Imbalance
`host_response_rate` is highly imbalanced (70.6%)	Imbalance
`first_review` has 12662 (21.4%) missing values	Missing
`host_response_rate` has 14558 (24.6%) missing values	Missing
`last_review` has 12633 (21.3%) missing values	Missing
`neighbourhood` has 5513 (9.3%) missing values	Missing
`review_scores_rating` has 13341 (22.5%) missing values	Missing
`thumbnail_url` has 6520 (11.0%) missing values	Missing
`zipcode` has 789 (1.3%) missing values	Missing
`id` is uniformly distributed	Uniform
`description` is uniformly distributed	Uniform
`name` is uniformly distributed	Uniform
`thumbnail_url` is uniformly distributed	Uniform
`id` has unique values	Unique
`latitude` has unique values	Unique
`longitude` has unique values	Unique
`number_of_reviews` has 12626 (21.3%) zeros	Zeros
`bedrooms` has 5428 (9.2%) zeros	Zeros

Reproduction

Analysis started	2023-03-07 01:13:23.925988
Analysis finished	2023-03-07 01:15:07.727472
Duration	1 minute and 43.8 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

id
Real number (ℝ)

UNIFORM UNIQUE

Distinct	59288
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37099.016

Minimum	0
Maximum	74110
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	0
5-th percentile	3703.35
Q1	18554.75
median	37161
Q3	55647.25
95-th percentile	70411.65
Maximum	74110
Range	74110
Interquartile range (IQR)	37092.5

Descriptive statistics

Standard deviation	21411.094
Coefficient of variation (CV)	0.57713376
Kurtosis	-1.2024193
Mean	37099.016
Median Absolute Deviation (MAD)	18544.5
Skewness	-0.0034435354
Sum	2.1995265 × 10⁹
Variance	4.5843496 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46459	1	< 0.1%
47875	1	< 0.1%
53209	1	< 0.1%
42598	1	< 0.1%
10460	1	< 0.1%
14260	1	< 0.1%
2991	1	< 0.1%
49710	1	< 0.1%
21041	1	< 0.1%
37463	1	< 0.1%
Other values (59278)	59278	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
74110	1	< 0.1%
74109	1	< 0.1%
74108	1	< 0.1%
74107	1	< 0.1%
74104	1	< 0.1%
74103	1	< 0.1%
74099	1	< 0.1%
74098	1	< 0.1%
74095	1	< 0.1%
74093	1	< 0.1%

property_type
Categorical

Distinct	33
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.3 KiB

Apartment	39182
House	13193
Condominium	2147
Townhouse	1357
Loft	1007
Other values (28)	2402

Length

Max length	18
Median length	9
Mean length	8.0769296
Min length	3

Characters and Unicode

Total characters	478865
Distinct characters	41
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	House
2nd row	Apartment
3rd row	Apartment
4th row	Townhouse
5th row	Condominium

Common Values

Value	Count	Frequency (%)
Apartment	39182	66.1%
House	13193	22.3%
Condominium	2147	3.6%
Townhouse	1357	2.3%
Loft	1007	1.7%
Other	493	0.8%
Guesthouse	397	0.7%
Bed & Breakfast	369	0.6%
Bungalow	287	0.5%
Villa	145	0.2%
Other values (23)	711	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
apartment	39197	65.1%
house	13196	21.9%
condominium	2147	3.6%
townhouse	1357	2.3%
loft	1007	1.7%
other	493	0.8%
guesthouse	397	0.7%
	369	0.6%
breakfast	369	0.6%
bed	369	0.6%
Other values (28)	1307	2.2%

Most occurring characters

Value	Count	Frequency (%)
t	81138	16.9%
e	56427	11.8%
n	45271	9.5%
m	43744	9.1%
a	40723	8.5%
r	40340	8.4%
p	39271	8.2%
A	39182	8.2%
o	22241	4.6%
u	18119	3.8%
Other values (31)	52409	10.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	417642	87.2%
Uppercase Letter	59802	12.5%
Space Separator	920	0.2%
Other Punctuation	440	0.1%
Dash Punctuation	61	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	81138	19.4%
e	56427	13.5%
n	45271	10.8%
m	43744	10.5%
a	40723	9.8%
r	40340	9.7%
p	39271	9.4%
o	22241	5.3%
u	18119	4.3%
s	16061	3.8%
Other values (12)	14307	3.4%

Uppercase Letter

Value	Count	Frequency (%)
A	39182	65.5%
H	13256	22.2%
C	2291	3.8%
T	1443	2.4%
B	1133	1.9%
L	1008	1.7%
G	502	0.8%
O	493	0.8%
V	222	0.4%
D	113	0.2%
Other values (5)	159	0.3%

Other Punctuation

Value	Count	Frequency (%)
&	369	83.9%
/	71	16.1%

Space Separator

Value	Count	Frequency (%)
	920	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	61	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	477444	99.7%
Common	1421	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	81138	17.0%
e	56427	11.8%
n	45271	9.5%
m	43744	9.2%
a	40723	8.5%
r	40340	8.4%
p	39271	8.2%
A	39182	8.2%
o	22241	4.7%
u	18119	3.8%
Other values (27)	50988	10.7%

Common

Value	Count	Frequency (%)
	920	64.7%
&	369	26.0%
/	71	5.0%
-	61	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	478865	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	81138	16.9%
e	56427	11.8%
n	45271	9.5%
m	43744	9.1%
a	40723	8.5%
r	40340	8.4%
p	39271	8.2%
A	39182	8.2%
o	22241	4.6%
u	18119	3.8%
Other values (31)	52409	10.9%

room_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.3 KiB

Entire home/apt	33079
Private room	24468
Shared room	1741

Length

Max length	15
Median length	15
Mean length	13.644447
Min length	11

Characters and Unicode

Total characters	808952
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Private room
2nd row	Entire home/apt
3rd row	Entire home/apt
4th row	Private room
5th row	Entire home/apt

Common Values

Value	Count	Frequency (%)
Entire home/apt	33079	55.8%
Private room	24468	41.3%
Shared room	1741	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
entire	33079	27.9%
home/apt	33079	27.9%
room	26209	22.1%
private	24468	20.6%
shared	1741	1.5%

Most occurring characters

Value	Count	Frequency (%)
e	92367	11.4%
t	90626	11.2%
o	85497	10.6%
r	85497	10.6%
a	59288	7.3%
	59288	7.3%
m	59288	7.3%
i	57547	7.1%
h	34820	4.3%
p	33079	4.1%
Other values (7)	151655	18.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	657297	81.3%
Space Separator	59288	7.3%
Uppercase Letter	59288	7.3%
Other Punctuation	33079	4.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	92367	14.1%
t	90626	13.8%
o	85497	13.0%
r	85497	13.0%
a	59288	9.0%
m	59288	9.0%
i	57547	8.8%
h	34820	5.3%
p	33079	5.0%
n	33079	5.0%
Other values (2)	26209	4.0%

Uppercase Letter

Value	Count	Frequency (%)
E	33079	55.8%
P	24468	41.3%
S	1741	2.9%

Space Separator

Value	Count	Frequency (%)
	59288	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	33079	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	716585	88.6%
Common	92367	11.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	92367	12.9%
t	90626	12.6%
o	85497	11.9%
r	85497	11.9%
a	59288	8.3%
m	59288	8.3%
i	57547	8.0%
h	34820	4.9%
p	33079	4.6%
E	33079	4.6%
Other values (5)	85497	11.9%

Common

Value	Count	Frequency (%)
	59288	64.2%
/	33079	35.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	808952	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	92367	11.4%
t	90626	11.2%
o	85497	10.6%
r	85497	10.6%
a	59288	7.3%
	59288	7.3%
m	59288	7.3%
i	57547	7.1%
h	34820	4.3%
p	33079	4.1%
Other values (7)	151655	18.7%

amenities
Categorical

Distinct	54359
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Memory size	463.3 KiB

{}	462
{"translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50"}	100
{"Family/kid friendly"}	86
{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,"Pets allowed",Doorman,Gym,Elevator,Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Self Check-In",Doorman}	22
{"Pets allowed","Family/kid friendly"}	21
Other values (54354)	58597

Length

Max length	1496
Median length	750
Mean length	268.09009
Min length	2

Characters and Unicode

Total characters	15894525
Distinct characters	63
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	51781 ?
Unique (%)	87.3%

Sample

1st row	{"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials}
2nd row	{Internet,"Wireless Internet",Kitchen,Heating,"Smoke detector","Carbon monoxide detector","Fire extinguisher","Lock on bedroom door","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50"}
3rd row	{TV,Internet,"Wireless Internet","Air conditioning","Wheelchair accessible",Kitchen,"Pets allowed",Elevator,"Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,Iron,"Laptop friendly workspace"}
4th row	{"Wireless Internet","Air conditioning","Pets live on this property",Cat(s),"Hot tub",Heating,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer","Laptop friendly workspace","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50"}
5th row	{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises","Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,Hangers,"Hair dryer",Iron}

Common Values

Value	Count	Frequency (%)
{}	462	0.8%
{"translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50"}	100	0.2%
{"Family/kid friendly"}	86	0.1%
{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,"Pets allowed",Doorman,Gym,Elevator,Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Self Check-In",Doorman}	22	< 0.1%
{"Pets allowed","Family/kid friendly"}	21	< 0.1%
{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace"}	19	< 0.1%
{TV,"Cable TV","Wireless Internet","Air conditioning",Pool,Kitchen,"Pets allowed",Gym,Elevator,Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Self Check-In",Doorman,Bathtub,"Hot water","Bed linens",Refrigerator,Oven,Stove,"Long term stays allowed"}	18	< 0.1%
{Internet,"Wireless Internet","Air conditioning",Kitchen,Heating}	17	< 0.1%
{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,Heating}	17	< 0.1%
{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,"Buzzer/wireless intercom",Heating}	16	< 0.1%
Other values (54349)	58510	98.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
internet","air	43328	4.9%
on	41324	4.7%
monoxide	37780	4.3%
detector","carbon	37354	4.3%
missing	36673	4.2%
friendly	35333	4.0%
dryer",iron,"laptop	23351	2.7%
aid	22070	2.5%
detector","first	21576	2.5%
parking	19045	2.2%
Other values (6035)	560306	63.8%

Most occurring characters

Value	Count	Frequency (%)
e	1531064	9.6%
"	1124296	7.1%
n	1114315	7.0%
i	1099843	6.9%
r	1092591	6.9%
,	984708	6.2%
t	970945	6.1%
o	886049	5.6%
	818852	5.2%
s	731167	4.6%
Other values (53)	5540695	34.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11343928	71.4%
Other Punctuation	2226613	14.0%
Uppercase Letter	1149239	7.2%
Space Separator	818852	5.2%
Decimal Number	103652	0.7%
Connector Punctuation	73346	0.5%
Open Punctuation	66783	0.4%
Close Punctuation	66783	0.4%
Dash Punctuation	43051	0.3%
Final Punctuation	2278	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1531064	13.5%
n	1114315	9.8%
i	1099843	9.7%
r	1092591	9.6%
t	970945	8.6%
o	886049	7.8%
s	731167	6.4%
a	725073	6.4%
d	410349	3.6%
l	389059	3.4%
Other values (14)	2393473	21.1%

Uppercase Letter

Value	Count	Frequency (%)
I	142430	12.4%
H	137911	12.0%
S	120187	10.5%
W	98477	8.6%
F	95997	8.4%
C	77021	6.7%
E	68366	5.9%
T	61455	5.3%
V	61426	5.3%
L	56706	4.9%
Other values (10)	229263	19.9%

Other Punctuation

Value	Count	Frequency (%)
"	1124296	50.5%
,	984708	44.2%
/	44110	2.0%
.	36673	1.6%
:	36673	1.6%
&	153	< 0.1%

Decimal Number

Value	Count	Frequency (%)
4	31540	30.4%
0	20286	19.6%
5	20286	19.6%
9	16387	15.8%
2	15153	14.6%

Open Punctuation

Value	Count	Frequency (%)
{	59288	88.8%
(	7495	11.2%

Close Punctuation

Value	Count	Frequency (%)
}	59288	88.8%
)	7495	11.2%

Space Separator

Value	Count	Frequency (%)
	818852	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	73346	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	43051	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	2278	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12493167	78.6%
Common	3401358	21.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1531064	12.3%
n	1114315	8.9%
i	1099843	8.8%
r	1092591	8.7%
t	970945	7.8%
o	886049	7.1%
s	731167	5.9%
a	725073	5.8%
d	410349	3.3%
l	389059	3.1%
Other values (34)	3542712	28.4%

Common

Value	Count	Frequency (%)
"	1124296	33.1%
,	984708	29.0%
	818852	24.1%
_	73346	2.2%
{	59288	1.7%
}	59288	1.7%
/	44110	1.3%
-	43051	1.3%
.	36673	1.1%
:	36673	1.1%
Other values (9)	121073	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15892247	> 99.9%
Punctuation	2278	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1531064	9.6%
"	1124296	7.1%
n	1114315	7.0%
i	1099843	6.9%
r	1092591	6.9%
,	984708	6.2%
t	970945	6.1%
o	886049	5.6%
	818852	5.2%
s	731167	4.6%
Other values (52)	5538417	34.8%

Punctuation

Value	Count	Frequency (%)
’	2278	100.0%

accommodates
Real number (ℝ)

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1547025

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	7
Maximum	16
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1534997
Coefficient of variation (CV)	0.68263162
Kurtosis	7.4543234
Mean	3.1547025
Median Absolute Deviation (MAD)	1
Skewness	2.2346389
Sum	187036
Variance	4.6375608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2	25467	43.0%
4	9654	16.3%
1	7555	12.7%
3	6245	10.5%
6	4024	6.8%
5	2742	4.6%
8	1403	2.4%
7	738	1.2%
10	569	1.0%
16	241	0.4%
Other values (6)	650	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7555	12.7%
2	25467	43.0%
3	6245	10.5%
4	9654	16.3%
5	2742	4.6%
6	4024	6.8%
7	738	1.2%
8	1403	2.4%
9	219	0.4%
10	569	1.0%

Value	Count	Frequency (%)
16	241	0.4%
15	43	0.1%
14	84	0.1%
13	31	0.1%
12	208	0.4%
11	65	0.1%
10	569	1.0%
9	219	0.4%
8	1403	2.4%
7	738	1.2%

bathrooms
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	155
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.2368136

Minimum	0
Maximum	8
Zeros	161
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.58381474
Coefficient of variation (CV)	0.4720313
Kurtosis	22.632889
Mean	1.2368136
Median Absolute Deviation (MAD)	0
Skewness	3.7081017
Sum	73136.5
Variance	0.34083965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	46378	78.2%
2	6421	10.8%
1.5	3063	5.2%
2.5	1262	2.1%
3	844	1.4%
3.5	357	0.6%
4	227	0.4%
0.5	170	0.3%
0	161	0.3%
4.5	84	0.1%
Other values (7)	166	0.3%
(Missing)	155	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	161	0.3%
0.5	170	0.3%
1	46378	78.2%
1.5	3063	5.2%
2	6421	10.8%
2.5	1262	2.1%
3	844	1.4%
3.5	357	0.6%
4	227	0.4%
4.5	84	0.1%

Value	Count	Frequency (%)
8	36	0.1%
7.5	5	< 0.1%
7	6	< 0.1%
6.5	10	< 0.1%
6	19	< 0.1%
5.5	36	0.1%
5	54	0.1%
4.5	84	0.1%
4	227	0.4%
3.5	357	0.6%

bed_type
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.3 KiB

Real Bed	57628
Futon	596
Pull-out Sofa	467
Airbed	373
Couch	224

Length

Max length	13
Median length	8
Mean length	7.985309
Min length	5

Characters and Unicode

Total characters	473433
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Real Bed
2nd row	Real Bed
3rd row	Real Bed
4th row	Real Bed
5th row	Real Bed

Common Values

Value	Count	Frequency (%)
Real Bed	57628	97.2%
Futon	596	1.0%
Pull-out Sofa	467	0.8%
Airbed	373	0.6%
Couch	224	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
real	57628	49.1%
bed	57628	49.1%
futon	596	0.5%
pull-out	467	0.4%
sofa	467	0.4%
airbed	373	0.3%
couch	224	0.2%

Most occurring characters

Value	Count	Frequency (%)
e	115629	24.4%
l	58562	12.4%
a	58095	12.3%
	58095	12.3%
d	58001	12.3%
R	57628	12.2%
B	57628	12.2%
o	1754	0.4%
u	1754	0.4%
t	1063	0.2%
Other values (13)	5224	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	297488	62.8%
Uppercase Letter	117383	24.8%
Space Separator	58095	12.3%
Dash Punctuation	467	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	115629	38.9%
l	58562	19.7%
a	58095	19.5%
d	58001	19.5%
o	1754	0.6%
u	1754	0.6%
t	1063	0.4%
n	596	0.2%
f	467	0.2%
i	373	0.1%
Other values (4)	1194	0.4%

Uppercase Letter

Value	Count	Frequency (%)
R	57628	49.1%
B	57628	49.1%
F	596	0.5%
P	467	0.4%
S	467	0.4%
A	373	0.3%
C	224	0.2%

Space Separator

Value	Count	Frequency (%)
	58095	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	467	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	414871	87.6%
Common	58562	12.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	115629	27.9%
l	58562	14.1%
a	58095	14.0%
d	58001	14.0%
R	57628	13.9%
B	57628	13.9%
o	1754	0.4%
u	1754	0.4%
t	1063	0.3%
n	596	0.1%
Other values (11)	4161	1.0%

Common

Value	Count	Frequency (%)
	58095	99.2%
-	467	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	473433	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	115629	24.4%
l	58562	12.4%
a	58095	12.3%
	58095	12.3%
d	58001	12.3%
R	57628	12.2%
B	57628	12.2%
o	1754	0.4%
u	1754	0.4%
t	1063	0.2%
Other values (13)	5224	1.1%

cancellation_policy
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.3 KiB

strict	25869
flexible	18082
moderate	15242
super_strict_30	84
super_strict_60	11

Length

Max length	15
Median length	8
Mean length	7.1385609
Min length	6

Characters and Unicode

Total characters	423231
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	strict
2nd row	strict
3rd row	strict
4th row	strict
5th row	strict

Common Values

Value	Count	Frequency (%)
strict	25869	43.6%
flexible	18082	30.5%
moderate	15242	25.7%
super_strict_30	84	0.1%
super_strict_60	11	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
strict	25869	43.6%
flexible	18082	30.5%
moderate	15242	25.7%
super_strict_30	84	0.1%
super_strict_60	11	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
t	67170	15.9%
e	66743	15.8%
i	44046	10.4%
r	41301	9.8%
l	36164	8.5%
s	26059	6.2%
c	25964	6.1%
f	18082	4.3%
x	18082	4.3%
b	18082	4.3%
Other values (10)	61538	14.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	422851	99.9%
Connector Punctuation	190	< 0.1%
Decimal Number	190	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	67170	15.9%
e	66743	15.8%
i	44046	10.4%
r	41301	9.8%
l	36164	8.6%
s	26059	6.2%
c	25964	6.1%
f	18082	4.3%
x	18082	4.3%
b	18082	4.3%
Other values (6)	61158	14.5%

Decimal Number

Value	Count	Frequency (%)
0	95	50.0%
3	84	44.2%
6	11	5.8%

Connector Punctuation

Value	Count	Frequency (%)
_	190	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	422851	99.9%
Common	380	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	67170	15.9%
e	66743	15.8%
i	44046	10.4%
r	41301	9.8%
l	36164	8.6%
s	26059	6.2%
c	25964	6.1%
f	18082	4.3%
x	18082	4.3%
b	18082	4.3%
Other values (6)	61158	14.5%

Common

Value	Count	Frequency (%)
_	190	50.0%
0	95	25.0%
3	84	22.1%
6	11	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	423231	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	67170	15.9%
e	66743	15.8%
i	44046	10.4%
r	41301	9.8%
l	36164	8.5%
s	26059	6.2%
c	25964	6.1%
f	18082	4.3%
x	18082	4.3%
b	18082	4.3%
Other values (10)	61538	14.5%

cleaning_fee
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	58.0 KiB

True	43543
False	15745

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	43543	73.4%
False	15745	26.6%

city
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.3 KiB

NYC	25886
LA	17973
SF	5139
DC	4554
Chicago	3008

Length

Max length	7
Median length	6
Mean length	2.8743422
Min length	2

Characters and Unicode

Total characters	170414
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NYC
2nd row	LA
3rd row	NYC
4th row	LA
5th row	Chicago

Common Values

Value	Count	Frequency (%)
NYC	25886	43.7%
LA	17973	30.3%
SF	5139	8.7%
DC	4554	7.7%
Chicago	3008	5.1%
Boston	2728	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
nyc	25886	43.7%
la	17973	30.3%
sf	5139	8.7%
dc	4554	7.7%
chicago	3008	5.1%
boston	2728	4.6%

Most occurring characters

Value	Count	Frequency (%)
C	33448	19.6%
N	25886	15.2%
Y	25886	15.2%
L	17973	10.5%
A	17973	10.5%
o	8464	5.0%
S	5139	3.0%
F	5139	3.0%
D	4554	2.7%
a	3008	1.8%
Other values (8)	22944	13.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	138726	81.4%
Lowercase Letter	31688	18.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	33448	24.1%
N	25886	18.7%
Y	25886	18.7%
L	17973	13.0%
A	17973	13.0%
S	5139	3.7%
F	5139	3.7%
D	4554	3.3%
B	2728	2.0%

Lowercase Letter

Value	Count	Frequency (%)
o	8464	26.7%
a	3008	9.5%
g	3008	9.5%
i	3008	9.5%
c	3008	9.5%
h	3008	9.5%
s	2728	8.6%
t	2728	8.6%
n	2728	8.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	170414	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	33448	19.6%
N	25886	15.2%
Y	25886	15.2%
L	17973	10.5%
A	17973	10.5%
o	8464	5.0%
S	5139	3.0%
F	5139	3.0%
D	4554	2.7%
a	3008	1.8%
Other values (8)	22944	13.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	170414	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	33448	19.6%
N	25886	15.2%
Y	25886	15.2%
L	17973	10.5%
A	17973	10.5%
o	8464	5.0%
S	5139	3.0%
F	5139	3.0%
D	4554	2.7%
a	3008	1.8%
Other values (8)	22944	13.5%

description
Categorical

HIGH CARDINALITY UNIFORM

Distinct	58853
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Memory size	463.3 KiB

Private room in the heart of Little Italy with FREE PARKING :) You will have your own personal door code and may arrive at ANY time you would like and as late as you wish. You can store your luggage in the closet before check-in and after check-out times :) Price adapts to demand, my rates change constantly - every night is different! Put your dates in the calendar, with the number of guests, and what you see is what you'll pay :) The neighborhood is extremely safe even at night :) Restaurants and bars are right round the corner, both upscale and casual. This room is 6 minutes away by car or uber to Chicago's famous Willis (Sears) tower. Uber costs about $7. If you are arriving by car, I am providing free resident parking passes for anywhere in the area. (Yes, that means you can drive a few blocks and still park anywhere you want!) The room will be solely yours for the time you'll stay in the Windy City. Shall you have any concerns or need any tips from the local, I'll always be happy	7
Hello, I've been running guest house for Koreans visiting U.S. for 3years, and recently decided to run this place for other travelers also. There are 10 room in the house. They are mostly dormitory rooms and couple of couple room and family room. This places are our women's dormitory in third floor. There are three rooms, but no doors. It is basically open space. There are 2 beds in two rooms and 4 in one room. I do not have closet in this room but there are hangers and mini shelves. My travelers usually put their baggage on the floor. There is one full bathroom only for women in 2nd floor, which you will be sharing with other women guests. Right next that bathroom, there is unisex half bathroom. All bathrooms have hair dryers. You cannot use kitchen, but you can use refrigerator. I offer breakfast every morning from 7-10 am. Bread, cereal, fruits, coffee, milk and juice will be served. You can eat take-out food in the kitchen, but please wash dishes that you used and put trash in the	6
Welcome to RMH, a co-ed hostel vibe home for exploring travelers or working individuals needing temporary housing. (Guests access is from 3pm to 11am daily). NON-SMOKERS ONLY! Host & small dog live on property. NOTE: Guests' bedroom is dog free. GUARANTEED In Our Home: You receive a clean home in a safe neighborhood, clean sheets, pillow, towel and covers. You MUST Read House Rules BEFORE Booking :) IMPORTANT *SMOKERS who book: reservation cancelled upon arrival + NO Refund. The bedroom is very large with enough space for everyone (6 guests) to have peace and quiet. The kitchen and bath are very spacious. Guests will have their own keys and have access to the bedroom in which they stay, kitchen, bathroom, living room and deck. OPTIONAL: (Normal Check IN is 3pm, Check OUT is 10am) If you would like an EARLY CHECK IN before 3pm ($25 fee) Guests trying to check in after 10pm will need to get pre-approval from host and pay the late check in fee of $25. There is no key box and no gu	5
OutpostClub is a network of Coliving locations throughout NewYork. We built it to make it super easy to move to NewYork, and to provide cool convenient places for cheap. Coliving - is a shared housing model - where you share kitchen, living rooms, common spaces with others, having private or shared bedrooms of your choice. Everything is included in the flat fee - utilities, furniture, supplies, events. Book Now, grab your suitcase and move into the House, meet people who will become your friends Coliving Club is a beautifully curated living space in New York with a wide range of amenities such as free workspace with printer and scanner, hi-speed Wi-Fi, fully equipped kitchen, dinner and living space, private backyard, individual safe, coffee, tea, soda, shampoo, shower gel, hand soap, towels and much more! Everything is included in our flat fee. Here we thoroughly picked every detail so that you feel cozy. Expect a great night's sleep with our made in USA memory foam mattresses by Broo	5
Great location	4
Other values (58848)	59261

Length

Max length	1000
Median length	1000
Mean length	762.86768
Min length	1

Characters and Unicode

Total characters	45228899
Distinct characters	2821
Distinct categories	22 ?
Distinct scripts	14 ?
Distinct blocks	25 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	58499 ?
Unique (%)	98.7%

Sample

1st row	This is a comfortable, simple beautiful room, one block away from Sunset Park. Clean, cozy and furnished for the comfort of our guests. This is a comfortable a very simple beautiful room one block away from Sunset Park. Clean, cozy and furnished to be a comfortable as possible for our guests. We are centrally located between both 5th and 6th Avenue shops, restaurants, cafes and markets. Sightseeing nearby, include Prospect Park, Brooklyn Museum, Brooklyn Botanical Gardens, Brooklyn Academy of Music, which are all easily commutable via train or cab. We are just 5 blocks away from the D, N, M and R train. Manhattan within 15 minutes or Midtown in 20 minutes. WE PROVIDE: Full side bed with sheets and towel provide. HDTV, WIFI and a warm welcome! You will have full access to the kitchen with microwave, fridge, two burner portable stove, coffee maker, toaster and all cooking ware. and if the weather is behaving good feel free to use our wonderful backyard. Check-in is at 3pm Check-out is a
2nd row	Renovated clean & modern 1 bedroom in the heart of Venice Beach. Located on a quiet, cozy street that's just moments from the Boardwalk. This is the perfect listing if you're a respectful, responsible guy/gal! This is the front apartment on the first floor of a former single-family home. It was renovated just a few years ago with new flooring, appliances, etc. Lots of natural light and ocean breezes. Furnished in a clean, modern aesthetic with relaxation in mind. Guests have access to wifi, kitchen, basic pantry supplies, clean linens/towels, and a bit of closet space. Out of respect to my neighbors, shared washer/dryer and communal outdoor spaces are off-limits. I'll meet with you to get you settled in. After that, the place is all yours. I'll be available by phone and text if any issues arise. This is a very walkable neighborhood with lots of great restaurants and nightlife. Oh, and the beach, of course. The Venice Boardwalk is just around the corner and it's a 10-minute walk to Abbo
3rd row	My studio is located in the heart of Bensonhurst - Little Italy and small Chinatown of Brooklyn. It's cozy and comfortable place to stay short term! My studio is located in the heart of Bensonhurst - Little Italy and small Chinatown of Brooklyn. It's cozy and comfortable place to stay short term! The space is great for a small party and it's well equipped with amenities and it has pretty much everything a guest might need for a good rest. The guest has a access to an entire home! I am always available for communication, any time a guest needs help I will be there 24/7 The area is very multicultural; it's just a 5 min walk from Bensonhurst park and Verrazano bridge Boardwalk- the park itself very close to the ocean. The area has all possible shopping and the prices are the lowest in town! The commute is very easy - it's a plenty of buses around BK plus D/N train and only 35 minutes from midtown Manhattan! Car services are all over as well! There's a fire escape outside the window - plea
4th row	我们位于洛杉矶圣盖博市,距离夏威夷超市,99大华超市,顺发超市(全部为华人超市,语言沟通无障碍)步行十分钟距离,离costco,targte,walmart圣盖博医院丶嘉惠尔医院不到十分钟的车程｡封闭小区,安全铁门｡交通便利,超市丶餐馆丶医院丶公交车站都在步行距离,即使无车代步依然出入自如,让您出行方便｡我们了解您拎包入住的需求,设施齐全,水电网络,家电家具,床上用品一应俱全,干净卫生,让您居住安全无忧｡独立卫生间。 Private bathroom。本房间内有两张床,一张Queen Size,一张Twin Size. zh.airbnb.com/c/shaohuac2 用此链接注册可获得$30美元住房基金用于订房! 我们位于洛杉矶圣盖博市,距离夏威夷超市,九九大华超市,顺发超市(全部为华人超市,语言沟通无障碍)步行十分钟距离,离costco,target,walmart圣盖博医院丶嘉惠尔医院不到十分钟的车程｡封闭小区,安全铁门｡交通便利,超市丶餐馆丶医院丶公交车站都在步行距离,即使无车代步依然出入自如,让您出行方便｡我们了解您拎包入住的需求,设施齐全,水电煤网络,家电家具,床上用品一应俱全,同,贴心舒适丶干净卫生,让您居住安全无忧｡自有卫生间,大浴室,冲浪浴缸! 全新家私以及床上用品,包水电,宽带,24小时热水,楼下有专门的客用微波炉以及冰箱。 1 mile to the GYM, AMC theater & shops in San Gabriel Square > 3 mile to CSULA & ELAC (bus #70 & 770) > 5 mile to USC medical center (bus #70 to the door) > 7 mile to downtown L A > 10 mile to USC Main campus > 12 mile to Hollywood area & Thai Town
5th row	Located in the heart of the bustling Woodlawn/Hyde park Area. Just a 10 minute drive to the beaches and running trails of Lake Michigan and Grant Park. Conveniently located near public transit and the well renowned Museum of Science and Industry. UPSCALE AMENITIES!!! Why stay at a hotel! The location of this condo is within walking distance of the University of Chicago. The renovated brick condominium features 2 Bedrooms with en Suite Bathrooms. The Master Bedroom is furnished with a REAL Queen size bed. The 2nd bedroom has a REAL QUEEN SIZE BED. The Master Bathroom is equipped with a jacuzzi bathtub to provide additional relaxation during your vacation or staycation. The furnished guestrooms include flat screen television and dvd player. The unit has a modern kitchen, washer and dryer, common area and sunroom. There is also a shared rear patio. Everything in the unit is included in your stay. Ample Parking , Internet, linens, etc, etc. We are a text or phone call away if help is

Common Values

Value	Count	Frequency (%)
Private room in the heart of Little Italy with FREE PARKING :) You will have your own personal door code and may arrive at ANY time you would like and as late as you wish. You can store your luggage in the closet before check-in and after check-out times :) Price adapts to demand, my rates change constantly - every night is different! Put your dates in the calendar, with the number of guests, and what you see is what you'll pay :) The neighborhood is extremely safe even at night :) Restaurants and bars are right round the corner, both upscale and casual. This room is 6 minutes away by car or uber to Chicago's famous Willis (Sears) tower. Uber costs about $7. If you are arriving by car, I am providing free resident parking passes for anywhere in the area. (Yes, that means you can drive a few blocks and still park anywhere you want!) The room will be solely yours for the time you'll stay in the Windy City. Shall you have any concerns or need any tips from the local, I'll always be happy	7	< 0.1%
Hello, I've been running guest house for Koreans visiting U.S. for 3years, and recently decided to run this place for other travelers also. There are 10 room in the house. They are mostly dormitory rooms and couple of couple room and family room. This places are our women's dormitory in third floor. There are three rooms, but no doors. It is basically open space. There are 2 beds in two rooms and 4 in one room. I do not have closet in this room but there are hangers and mini shelves. My travelers usually put their baggage on the floor. There is one full bathroom only for women in 2nd floor, which you will be sharing with other women guests. Right next that bathroom, there is unisex half bathroom. All bathrooms have hair dryers. You cannot use kitchen, but you can use refrigerator. I offer breakfast every morning from 7-10 am. Bread, cereal, fruits, coffee, milk and juice will be served. You can eat take-out food in the kitchen, but please wash dishes that you used and put trash in the	6	< 0.1%
Welcome to RMH, a co-ed hostel vibe home for exploring travelers or working individuals needing temporary housing. (Guests access is from 3pm to 11am daily). NON-SMOKERS ONLY! Host & small dog live on property. NOTE: Guests' bedroom is dog free. GUARANTEED In Our Home: You receive a clean home in a safe neighborhood, clean sheets, pillow, towel and covers. You MUST Read House Rules BEFORE Booking :) IMPORTANT *SMOKERS who book: reservation cancelled upon arrival + NO Refund. The bedroom is very large with enough space for everyone (6 guests) to have peace and quiet. The kitchen and bath are very spacious. Guests will have their own keys and have access to the bedroom in which they stay, kitchen, bathroom, living room and deck. OPTIONAL: (Normal Check IN is 3pm, Check OUT is 10am) If you would like an EARLY CHECK IN before 3pm ($25 fee) Guests trying to check in after 10pm will need to get pre-approval from host and pay the late check in fee of $25. There is no key box and no gu	5	< 0.1%
OutpostClub is a network of Coliving locations throughout NewYork. We built it to make it super easy to move to NewYork, and to provide cool convenient places for cheap. Coliving - is a shared housing model - where you share kitchen, living rooms, common spaces with others, having private or shared bedrooms of your choice. Everything is included in the flat fee - utilities, furniture, supplies, events. Book Now, grab your suitcase and move into the House, meet people who will become your friends Coliving Club is a beautifully curated living space in New York with a wide range of amenities such as free workspace with printer and scanner, hi-speed Wi-Fi, fully equipped kitchen, dinner and living space, private backyard, individual safe, coffee, tea, soda, shampoo, shower gel, hand soap, towels and much more! Everything is included in our flat fee. Here we thoroughly picked every detail so that you feel cozy. Expect a great night's sleep with our made in USA memory foam mattresses by Broo	5	< 0.1%
Great location	4	< 0.1%
Our unique building is located in the Silicon Beach, directly across the street from (SENSITIVE CONTENTS HIDDEN) in Playa Vista. Fully remodeled designer-done 4-plex walking distance to the Playa Vista Runway, (SENSITIVE CONTENTS HIDDEN), YouTube, IMAX, Belkin, FOX, and (SENSITIVE CONTENTS HIDDEN). Two one-bedroom units and two studio units have all been remodeled by a high-end designer in 2015 Our place is good for couples, solo adventurers, and business travelers. Sorry, no pets. Units 1 & 2 are downstairs, 3 & 4 are upstairs. The building has one set of professional coin operated washer and dryer machines, shared by all four units. The laundry room is located towards the back of the building, near the back gate. You will have access to one (and only one) off-street parking spot in the back of the building. When confirming your booking, please inform the model, color and license plate of the car you will have throughout your stay - that way we can control who's illegally parked and s	4	< 0.1%
Spacious 2 story 4000 sqft home Enjoy fruit trees swimming pool fountain & gardens lWalking distance to mall, grocery store, movie theater & restaurants. Centrally located to Malibu, Santa Monica,Venice,Hollywood, Beverly Hills, West LA This spacious 2 story 4000 sqft home is fully furnished and beautifully decorated! Coffee and donuts are served every morning;) Please keep in mind that this is a shared space, and that your large room consists of 2 bunk beds, your own dresser, hamper, and closet space. You will have full access to the rest of the home. We provide a safe, clean, and positive environment, perfect for people relocating from out of state, students, and anyone else who needs a landing place while traveling. Near public transportation; ORANGELINE, 405, and 101 FREEWAYS. You will have full access to the rest of the home. We do have private and 2 person and or couples rooms available in the same property. Full kitchen privileges All Premium Cable and movie channels Full se	4	< 0.1%
Perched on the historic C&O Canal, the Georgetown House is an intimate boutique inn offering its guests 11 newly appointed rooms in the heart of quintessential Georgetown. Behind its bright red door and gray brick facade, lays a world of history unbeknownst to even some of its local visitors. Originally established and built in the 1830's, the building was initially constructed for use by the Chesapeake & Ohio Canal Company. Behind its bright red door and gray brick facade, lays a world of history unbeknownst to even some of its local visitors. Originally established and built in the 1830's, the building was initially constructed for use by the Chesapeake & Ohio Canal Company for storage of its equipment as they worked to build the canal and its lock system. Shortly thereafter it was renovated into a stable where horses or mules drawing the barges were kept below while the drivers lived above. After there was no need for mules and horses, the house was turned into a tavern. While the b	4	< 0.1%
My place is within walking distance to Grant Park, Soldier Field, The Field Museum, CTA's Roosevelt Stop, and Trader Joe's grocery store. You'll love my place because of the views of Lake Michigan from the living room, the convenient location in downtown Chicago's South Loop neighborhood, full-size basketball court, yoga room, 2 fitness centers and the 24/7 front desk staffed with professional security. My place is good for couples, solo adventurers, and families (with kids). Our apartments have 2 private bedrooms with shared common areas. Each bedroom has 2 single beds. The bedroom doors do lock. Up to four individuals in the space would share the living room, kitchen and bathroom. If you are interested in renting the entire apartment please let us know and we can send a special rate via Airbnb. Guests have access to building 24/7. A front desk is manned by a professional security firm that may request guest to verify authorization upon entering the building. Building is fully a	4	< 0.1%
At the intersection of the charming Leather District, bustling Chinatown, and the Theater District’s entertainment hub, this apartment offers countless opportunities to fully immerse yourself in Boston city life. Guests can live comfortably in a spacious living space with one bed, a fully-equipped kitchen, and soaring ceilings. Guests can also take advantage of the many amenities the building offers. 2 bedrooms, 2 bathrooms, sleeps 5 Discover unsurpassed city living in these thoughtfully designed, sophisticated apartment residences. Nestled right where Boston’s Leather District, Chinatown, and the Theater District converge, you’re in the fast lane to every major Boston attraction. The 19th century brick and stone architecture that characterizes The Leather Districts’ famous South Street, provides the backdrop for quite a romantic date night. Looking for a night out with friends? The Theater District is the home to many classic theaters, musicals, concerts, ballets, and drama. And wh	4	< 0.1%
Other values (58843)	59241	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	344911	4.5%
and	318135	4.1%
a	221496	2.9%
to	195333	2.5%
is	153255	2.0%
in	145961	1.9%
of	127138	1.6%
with	113636	1.5%
you	80621	1.0%
	78284	1.0%
Other values (85069)	5955047	77.0%

Most occurring characters

Value	Count	Frequency (%)
	7818054	17.3%
e	3875774	8.6%
a	2978756	6.6%
o	2888672	6.4%
t	2812401	6.2%
n	2359499	5.2%
i	2334230	5.2%
r	2229636	4.9%
s	2108412	4.7%
l	1617834	3.6%
Other values (2811)	14205631	31.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	33549897	74.2%
Space Separator	7818655	17.3%
Uppercase Letter	1879269	4.2%
Other Punctuation	1303183	2.9%
Decimal Number	331937	0.7%
Dash Punctuation	111625	0.2%
Other Letter	105459	0.2%
Close Punctuation	51687	0.1%
Open Punctuation	49117	0.1%
Math Symbol	10498	< 0.1%
Other values (12)	17572	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
的	2280	2.2%
房	1903	1.8%
有	1376	1.3%
分	1264	1.2%
可	1163	1.1%
人	1010	1.0%
中	973	0.9%
车	962	0.9%
钟	957	0.9%
市	949	0.9%
Other values (2535)	92622	87.8%

Lowercase Letter

Value	Count	Frequency (%)
e	3875774	11.6%
a	2978756	8.9%
o	2888672	8.6%
t	2812401	8.4%
n	2359499	7.0%
i	2334230	7.0%
r	2229636	6.6%
s	2108412	6.3%
l	1617834	4.8%
h	1384533	4.1%
Other values (81)	8960150	26.7%

Uppercase Letter

Value	Count	Frequency (%)
T	195285	10.4%
S	135141	7.2%
C	125750	6.7%
A	123764	6.6%
B	113813	6.1%
I	113110	6.0%
M	98811	5.3%
L	89280	4.8%
W	85347	4.5%
E	84500	4.5%
Other values (51)	714468	38.0%

Other Punctuation

Value	Count	Frequency (%)
,	539756	41.4%
.	489509	37.6%
'	63218	4.9%
!	60392	4.6%
/	53468	4.1%
&	25467	2.0%
:	22689	1.7%
*	15311	1.2%
"	10348	0.8%
;	7035	0.5%
Other values (21)	15990	1.2%

Decimal Number

Value	Count	Frequency (%)
1	73669	22.2%
2	66917	20.2%
0	53535	16.1%
5	39529	11.9%
3	31491	9.5%
4	25896	7.8%
6	12847	3.9%
7	10508	3.2%
8	8847	2.7%
9	8696	2.6%

Other Symbol

Value	Count	Frequency (%)
★	881	83.8%
°	35	3.3%
☆	30	2.9%
❤	24	2.3%
®	23	2.2%
™	21	2.0%
☺	15	1.4%
♪	12	1.1%
♡	7	0.7%
©	3	0.3%

Math Symbol

Value	Count	Frequency (%)
+	4789	45.6%
=	3558	33.9%
~	1055	10.0%
>	588	5.6%
\|	409	3.9%
→	42	0.4%
×	32	0.3%
<	23	0.2%
⋯	2	< 0.1%

Nonspacing Mark

Value	Count	Frequency (%)
️	74	85.1%
̄	4	4.6%
ً	2	2.3%
́	2	2.3%
्	1	1.1%
ี	1	1.1%
ิ	1	1.1%
้	1	1.1%
ั	1	1.1%

Open Punctuation

Value	Count	Frequency (%)
(	48788	99.3%
[	261	0.5%
{	32	0.1%
【	19	< 0.1%
《	10	< 0.1%
「	5	< 0.1%
‚	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	51355	99.4%
]	261	0.5%
}	38	0.1%
】	18	< 0.1%
》	10	< 0.1%
」	5	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
`	79	32.9%
´	60	25.0%
^	53	22.1%
¸	28	11.7%
¨	19	7.9%
˚	1	0.4%

Space Separator

Value	Count	Frequency (%)
	7818054	> 99.9%
	580	< 0.1%
	15	< 0.1%
	4	< 0.1%
	2	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	110067	98.6%
–	872	0.8%
—	672	0.6%
―	7	< 0.1%
‐	7	< 0.1%

Modifier Letter

Value	Count	Frequency (%)
ー	167	94.4%
々	4	2.3%
ｰ	3	1.7%
ʼ	2	1.1%
ﾟ	1	0.6%

Other Number

Value	Count	Frequency (%)
½	61	54.0%
²	45	39.8%
¾	5	4.4%
¼	2	1.8%

Format

Value	Count	Frequency (%)
	14	77.8%
‎	2	11.1%
‍	1	5.6%
	1	5.6%

Final Punctuation

Value	Count	Frequency (%)
’	8679	94.5%
”	496	5.4%
»	8	0.1%

Currency Symbol

Value	Count	Frequency (%)
$	4020	99.9%
₥	2	< 0.1%
€	2	< 0.1%

Initial Punctuation

Value	Count	Frequency (%)
“	369	90.2%
‘	40	9.8%

Control

Value	Count	Frequency (%)
	108	99.1%
	1	0.9%

Connector Punctuation

Value	Count	Frequency (%)
_	2160	100.0%

Spacing Mark

Value	Count	Frequency (%)
ा	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	35425514	78.3%
Common	9694179	21.4%
Han	100904	0.2%
Cyrillic	3668	< 0.1%
Hiragana	2387	< 0.1%
Katakana	1328	< 0.1%
Hangul	771	< 0.1%
Inherited	83	< 0.1%
Arabic	24	< 0.1%
Thai	18	< 0.1%
Other values (4)	23	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
的	2280	2.3%
房	1903	1.9%
有	1376	1.4%
分	1264	1.3%
可	1163	1.2%
人	1010	1.0%
中	973	1.0%
车	962	1.0%
钟	957	0.9%
市	949	0.9%
Other values (2150)	88067	87.3%

Hangul

Value	Count	Frequency (%)
다	31	4.0%
니	30	3.9%
에	21	2.7%
있	20	2.6%
이	18	2.3%
은	17	2.2%
분	16	2.1%
리	16	2.1%
집	15	1.9%
합	13	1.7%
Other values (212)	574	74.4%

Common

Value	Count	Frequency (%)
	7818054	80.6%
,	539756	5.6%
.	489509	5.0%
-	110067	1.1%
1	73669	0.8%
2	66917	0.7%
'	63218	0.7%
!	60392	0.6%
0	53535	0.6%
/	53468	0.6%
Other values (101)	365594	3.8%

Latin

Value	Count	Frequency (%)
e	3875774	10.9%
a	2978756	8.4%
o	2888672	8.2%
t	2812401	7.9%
n	2359499	6.7%
i	2334230	6.6%
r	2229636	6.3%
s	2108412	6.0%
l	1617834	4.6%
h	1384533	3.9%
Other values (89)	10835767	30.6%

Katakana

Value	Count	Frequency (%)
ン	113	8.5%
ト	83	6.2%
ス	76	5.7%
ッ	65	4.9%
イ	60	4.5%
ル	59	4.4%
ラ	51	3.8%
ア	50	3.8%
リ	37	2.8%
シ	34	2.6%
Other values (62)	700	52.7%

Hiragana

Value	Count	Frequency (%)
の	184	7.7%
す	182	7.6%
で	171	7.2%
い	154	6.5%
ま	136	5.7%
も	107	4.5%
に	107	4.5%
て	103	4.3%
な	88	3.7%
は	81	3.4%
Other values (51)	1074	45.0%

Cyrillic

Value	Count	Frequency (%)
о	437	11.9%
е	301	8.2%
т	248	6.8%
а	246	6.7%
и	243	6.6%
н	221	6.0%
с	206	5.6%
м	183	5.0%
р	170	4.6%
в	142	3.9%
Other values (42)	1271	34.7%

Thai

Value	Count	Frequency (%)
น	2	11.1%
เ	2	11.1%
ล	2	11.1%
๑	2	11.1%
ี	1	5.6%
ย	1	5.6%
ิ	1	5.6%
ด	1	5.6%
ต	1	5.6%
้	1	5.6%
Other values (4)	4	22.2%

Arabic

Value	Count	Frequency (%)
ت	3	12.5%
ر	3	12.5%
ح	3	12.5%
ب	3	12.5%
ي	3	12.5%
ه	2	8.3%
ل	2	8.3%
ا	2	8.3%
أ	1	4.2%
س	1	4.2%

Devanagari

Value	Count	Frequency (%)
स	1	16.7%
्	1	16.7%
व	1	16.7%
ा	1	16.7%
ग	1	16.7%
त	1	16.7%

Inherited

Value	Count	Frequency (%)
️	74	89.2%
̄	4	4.8%
ً	2	2.4%
́	2	2.4%
‍	1	1.2%

Hebrew

Value	Count	Frequency (%)
ק	2	20.0%
צ	2	20.0%
ת	2	20.0%
ע	2	20.0%
ב	2	20.0%

Greek

Value	Count	Frequency (%)
ό	4	66.7%
ᾶ	2	33.3%

Bopomofo

Value	Count	Frequency (%)
ㄧ	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45093460	99.7%
CJK	100895	0.2%
Punctuation	17309	< 0.1%
None	7722	< 0.1%
Cyrillic	3668	< 0.1%
Hiragana	2387	< 0.1%
Katakana	1493	< 0.1%
Misc Symbols	945	< 0.1%
Hangul	771	< 0.1%
VS	74	< 0.1%
Other values (15)	175	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7818054	17.3%
e	3875774	8.6%
a	2978756	6.6%
o	2888672	6.4%
t	2812401	6.2%
n	2359499	5.2%
i	2334230	5.2%
r	2229636	4.9%
s	2108412	4.7%
l	1617834	3.6%
Other values (86)	14070192	31.2%

Punctuation

Value	Count	Frequency (%)
’	8679	50.1%
•	5762	33.3%
–	872	5.0%
—	672	3.9%
”	496	2.9%
“	369	2.1%
…	336	1.9%
‘	40	0.2%
	15	0.1%
″	12	0.1%
Other values (11)	56	0.3%

None

Value	Count	Frequency (%)
。	2648	34.3%
、	1774	23.0%
é	826	10.7%
	580	7.5%
｡	400	5.2%
､	244	3.2%
·	133	1.7%
ñ	97	1.3%
à	82	1.1%
á	66	0.9%
Other values (74)	872	11.3%

CJK

Value	Count	Frequency (%)
的	2280	2.3%
房	1903	1.9%
有	1376	1.4%
分	1264	1.3%
可	1163	1.2%
人	1010	1.0%
中	973	1.0%
车	962	1.0%
钟	957	0.9%
市	949	0.9%
Other values (2145)	88058	87.3%

Misc Symbols

Value	Count	Frequency (%)
★	881	93.2%
☆	30	3.2%
☺	15	1.6%
♪	12	1.3%
♡	7	0.7%

Cyrillic

Value	Count	Frequency (%)
о	437	11.9%
е	301	8.2%
т	248	6.8%
а	246	6.7%
и	243	6.6%
н	221	6.0%
с	206	5.6%
м	183	5.0%
р	170	4.6%
в	142	3.9%
Other values (42)	1271	34.7%

Hiragana

Value	Count	Frequency (%)
の	184	7.7%
す	182	7.6%
で	171	7.2%
い	154	6.5%
ま	136	5.7%
も	107	4.5%
に	107	4.5%
て	103	4.3%
な	88	3.7%
は	81	3.4%
Other values (51)	1074	45.0%

Katakana

Value	Count	Frequency (%)
ー	167	11.2%
ン	113	7.6%
ト	83	5.6%
ス	76	5.1%
ッ	65	4.4%
イ	60	4.0%
ル	59	4.0%
ラ	51	3.4%
ア	50	3.3%
リ	37	2.5%
Other values (59)	732	49.0%

VS

Value	Count	Frequency (%)
️	74	100.0%

Arrows

Value	Count	Frequency (%)
→	42	100.0%

Hangul

Value	Count	Frequency (%)
다	31	4.0%
니	30	3.9%
에	21	2.7%
있	20	2.6%
이	18	2.3%
은	17	2.2%
분	16	2.1%
리	16	2.1%
집	15	1.9%
합	13	1.7%
Other values (212)	574	74.4%

Dingbats

Value	Count	Frequency (%)
❤	24	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
™	21	100.0%

Diacriticals

Value	Count	Frequency (%)
̄	4	66.7%
́	2	33.3%

Latin Ext Additional

Value	Count	Frequency (%)
ṁ	4	80.0%
ẹ	1	20.0%

Arabic

Value	Count	Frequency (%)
ت	3	11.5%
ر	3	11.5%
ح	3	11.5%
ب	3	11.5%
ي	3	11.5%
ه	2	7.7%
ل	2	7.7%
ا	2	7.7%
ً	2	7.7%
أ	1	3.8%
Other values (2)	2	7.7%

Currency Symbols

Value	Count	Frequency (%)
₥	2	50.0%
€	2	50.0%

Thai

Value	Count	Frequency (%)
น	2	11.1%
เ	2	11.1%
ล	2	11.1%
๑	2	11.1%
ี	1	5.6%
ย	1	5.6%
ิ	1	5.6%
ด	1	5.6%
ต	1	5.6%
้	1	5.6%
Other values (4)	4	22.2%

Hebrew

Value	Count	Frequency (%)
ק	2	20.0%
צ	2	20.0%
ת	2	20.0%
ע	2	20.0%
ב	2	20.0%

Greek Ext

Value	Count	Frequency (%)
ᾶ	2	100.0%

CJK Ext A

Value	Count	Frequency (%)
䃼	2	40.0%
㚈	1	20.0%
㤗	1	20.0%
㝢	1	20.0%

Math Operators

Value	Count	Frequency (%)
⋯	2	100.0%

Modifier Letters

Value	Count	Frequency (%)
ʼ	2	66.7%
˚	1	33.3%

Bopomofo

Value	Count	Frequency (%)
ㄧ	1	100.0%

Devanagari

Value	Count	Frequency (%)
स	1	16.7%
्	1	16.7%
व	1	16.7%
ा	1	16.7%
ग	1	16.7%
त	1	16.7%

first_review
Categorical

HIGH CARDINALITY MISSING

Distinct	2484
Distinct (%)	5.3%
Missing	12662
Missing (%)	21.4%
Memory size	463.3 KiB

2017-01-01	232
2017-01-22	195
2017-01-02	168
2016-01-02	163
2017-09-04	154
Other values (2479)	45714

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	466260
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	345 ?
Unique (%)	0.7%

Sample

1st row	2015-09-24
2nd row	2015-06-15
3rd row	2016-01-03
4th row	2016-06-16
5th row	2015-07-31

Common Values

Value	Count	Frequency (%)
2017-01-01	232	0.4%
2017-01-22	195	0.3%
2017-01-02	168	0.3%
2016-01-02	163	0.3%
2017-09-04	154	0.3%
2016-01-03	146	0.2%
2016-09-05	135	0.2%
2016-10-09	132	0.2%
2017-04-16	130	0.2%
2017-03-19	126	0.2%
Other values (2474)	45045	76.0%
(Missing)	12662	21.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2017-01-01	232	0.5%
2017-01-22	195	0.4%
2017-01-02	168	0.4%
2016-01-02	163	0.3%
2017-09-04	154	0.3%
2016-01-03	146	0.3%
2016-09-05	135	0.3%
2016-10-09	132	0.3%
2017-04-16	130	0.3%
2015-09-21	126	0.3%
Other values (2474)	45045	96.6%

Most occurring characters

Value	Count	Frequency (%)
0	106612	22.9%
-	93252	20.0%
1	84014	18.0%
2	72650	15.6%
6	25483	5.5%
7	21371	4.6%
5	18531	4.0%
3	12724	2.7%
4	12532	2.7%
9	9581	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	373008	80.0%
Dash Punctuation	93252	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	106612	28.6%
1	84014	22.5%
2	72650	19.5%
6	25483	6.8%
7	21371	5.7%
5	18531	5.0%
3	12724	3.4%
4	12532	3.4%
9	9581	2.6%
8	9510	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	93252	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	466260	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	106612	22.9%
-	93252	20.0%
1	84014	18.0%
2	72650	15.6%
6	25483	5.5%
7	21371	4.6%
5	18531	4.0%
3	12724	2.7%
4	12532	2.7%
9	9581	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	466260	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	106612	22.9%
-	93252	20.0%
1	84014	18.0%
2	72650	15.6%
6	25483	5.5%
7	21371	4.6%
5	18531	4.0%
3	12724	2.7%
4	12532	2.7%
9	9581	2.1%

host_has_profile_pic
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	151
Missing (%)	0.3%
Memory size	115.9 KiB

True	58953
False	184
(Missing)	151

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	58953	99.4%
False	184	0.3%
(Missing)	151	0.3%

host_identity_verified
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	151
Missing (%)	0.3%
Memory size	115.9 KiB

True	39832
False	19305
(Missing)	151

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	39832	67.2%
False	19305	32.6%
(Missing)	151	0.3%

host_response_rate
Categorical

HIGH CARDINALITY IMBALANCE MISSING

Distinct	77
Distinct (%)	0.2%
Missing	14558
Missing (%)	24.6%
Memory size	463.3 KiB

100%	34634
90%	1833
80%	886
0%	736
50%	497
Other values (72)	6144

Length

Max length	4
Median length	4
Mean length	3.7578359
Min length	2

Characters and Unicode

Total characters	168088
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	100%
2nd row	80%
3rd row	100%
4th row	100%
5th row	100%

Common Values

Value	Count	Frequency (%)
100%	34634	58.4%
90%	1833	3.1%
80%	886	1.5%
0%	736	1.2%
50%	497	0.8%
70%	402	0.7%
99%	365	0.6%
67%	340	0.6%
94%	336	0.6%
98%	335	0.6%
Other values (67)	4366	7.4%
(Missing)	14558	24.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
100	34634	77.4%
90	1833	4.1%
80	886	2.0%
0	736	1.6%
50	497	1.1%
70	402	0.9%
99	365	0.8%
67	340	0.8%
94	336	0.8%
98	335	0.7%
Other values (67)	4366	9.8%

Most occurring characters

Value	Count	Frequency (%)
0	74050	44.1%
%	44730	26.6%
1	35017	20.8%
9	5074	3.0%
8	2872	1.7%
7	1791	1.1%
6	1293	0.8%
5	1292	0.8%
3	885	0.5%
4	607	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	123358	73.4%
Other Punctuation	44730	26.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	74050	60.0%
1	35017	28.4%
9	5074	4.1%
8	2872	2.3%
7	1791	1.5%
6	1293	1.0%
5	1292	1.0%
3	885	0.7%
4	607	0.5%
2	477	0.4%

Other Punctuation

Value	Count	Frequency (%)
%	44730	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	168088	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	74050	44.1%
%	44730	26.6%
1	35017	20.8%
9	5074	3.0%
8	2872	1.7%
7	1791	1.1%
6	1293	0.8%
5	1292	0.8%
3	885	0.5%
4	607	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	168088	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	74050	44.1%
%	44730	26.6%
1	35017	20.8%
9	5074	3.0%
8	2872	1.7%
7	1791	1.1%
6	1293	0.8%
5	1292	0.8%
3	885	0.5%
4	607	0.4%

host_since
Categorical

Distinct	3051
Distinct (%)	5.2%
Missing	151
Missing (%)	0.3%
Memory size	463.3 KiB

2015-03-30	193
2014-02-14	147
2016-09-16	72
2014-07-29	68
2015-12-01	67
Other values (3046)	58590

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	591370
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	171 ?
Unique (%)	0.3%

Sample

1st row	2011-09-19
2nd row	2014-04-04
3rd row	2015-09-02
4th row	2016-03-17
5th row	2015-02-10

Common Values

Value	Count	Frequency (%)
2015-03-30	193	0.3%
2014-02-14	147	0.2%
2016-09-16	72	0.1%
2014-07-29	68	0.1%
2015-12-01	67	0.1%
2015-05-18	66	0.1%
2014-09-02	65	0.1%
2016-01-18	65	0.1%
2015-07-29	64	0.1%
2015-07-06	62	0.1%
Other values (3041)	58268	98.3%
(Missing)	151	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2015-03-30	193	0.3%
2014-02-14	147	0.2%
2016-09-16	72	0.1%
2014-07-29	68	0.1%
2015-12-01	67	0.1%
2015-05-18	66	0.1%
2014-09-02	65	0.1%
2016-01-18	65	0.1%
2015-07-29	64	0.1%
2016-05-16	62	0.1%
Other values (3041)	58268	98.5%

Most occurring characters

Value	Count	Frequency (%)
0	134500	22.7%
-	118274	20.0%
1	112255	19.0%
2	98883	16.7%
5	23416	4.0%
3	22127	3.7%
6	22023	3.7%
4	21461	3.6%
7	15710	2.7%
8	11415	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	473096	80.0%
Dash Punctuation	118274	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	134500	28.4%
1	112255	23.7%
2	98883	20.9%
5	23416	4.9%
3	22127	4.7%
6	22023	4.7%
4	21461	4.5%
7	15710	3.3%
8	11415	2.4%
9	11306	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	118274	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	591370	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	134500	22.7%
-	118274	20.0%
1	112255	19.0%
2	98883	16.7%
5	23416	4.0%
3	22127	3.7%
6	22023	3.7%
4	21461	3.6%
7	15710	2.7%
8	11415	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	591370	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	134500	22.7%
-	118274	20.0%
1	112255	19.0%
2	98883	16.7%
5	23416	4.0%
3	22127	3.7%
6	22023	3.7%
4	21461	3.6%
7	15710	2.7%
8	11415	1.9%

instant_bookable
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	58.0 KiB

False	43713
True	15575

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	43713	73.7%
True	15575	26.3%

last_review
Categorical

HIGH CARDINALITY MISSING

Distinct	1313
Distinct (%)	2.8%
Missing	12633
Missing (%)	21.3%
Memory size	463.3 KiB

2017-04-30	1101
2017-09-24	1047
2017-09-17	962
2017-04-23	828
2017-09-18	668
Other values (1308)	42049

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	466550
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	270 ?
Unique (%)	0.6%

Sample

1st row	2017-09-24
2nd row	2016-07-24
3rd row	2017-08-01
4th row	2017-03-29
5th row	2017-03-19

Common Values

Value	Count	Frequency (%)
2017-04-30	1101	1.9%
2017-09-24	1047	1.8%
2017-09-17	962	1.6%
2017-04-23	828	1.4%
2017-09-18	668	1.1%
2017-09-25	657	1.1%
2017-04-16	581	1.0%
2017-10-01	576	1.0%
2017-05-07	570	1.0%
2017-09-16	559	0.9%
Other values (1303)	39106	66.0%
(Missing)	12633	21.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2017-04-30	1101	2.4%
2017-09-24	1047	2.2%
2017-09-17	962	2.1%
2017-04-23	828	1.8%
2017-09-18	668	1.4%
2017-09-25	657	1.4%
2017-04-16	581	1.2%
2017-10-01	576	1.2%
2017-05-07	570	1.2%
2017-09-16	559	1.2%
Other values (1303)	39106	83.8%

Most occurring characters

Value	Count	Frequency (%)
0	108291	23.2%
-	93310	20.0%
1	74640	16.0%
2	70268	15.1%
7	43211	9.3%
9	17992	3.9%
4	15012	3.2%
6	13883	3.0%
3	10500	2.3%
5	10363	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	373240	80.0%
Dash Punctuation	93310	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	108291	29.0%
1	74640	20.0%
2	70268	18.8%
7	43211	11.6%
9	17992	4.8%
4	15012	4.0%
6	13883	3.7%
3	10500	2.8%
5	10363	2.8%
8	9080	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	93310	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	466550	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	108291	23.2%
-	93310	20.0%
1	74640	16.0%
2	70268	15.1%
7	43211	9.3%
9	17992	3.9%
4	15012	3.2%
6	13883	3.0%
3	10500	2.3%
5	10363	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	466550	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	108291	23.2%
-	93310	20.0%
1	74640	16.0%
2	70268	15.1%
7	43211	9.3%
9	17992	3.9%
4	15012	3.2%
6	13883	3.0%
3	10500	2.3%
5	10363	2.2%

latitude
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	59288
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.444483

Minimum	33.339007
Maximum	42.390437
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	33.339007
5-th percentile	33.989561
Q1	34.127927
median	40.662198
Q3	40.745835
95-th percentile	41.978593
Maximum	42.390437
Range	9.0514305
Interquartile range (IQR)	6.6179088

Descriptive statistics

Standard deviation	3.0798885
Coefficient of variation (CV)	0.080112626
Kurtosis	-1.4148773
Mean	38.444483
Median Absolute Deviation (MAD)	1.6680485
Skewness	-0.53459853
Sum	2279296.5
Variance	9.4857131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.65035957	1	< 0.1%
34.08207018	1	< 0.1%
33.88080461	1	< 0.1%
40.84367706	1	< 0.1%
42.36638188	1	< 0.1%
41.8810544	1	< 0.1%
34.02692472	1	< 0.1%
34.14162445	1	< 0.1%
34.12879066	1	< 0.1%
40.68859221	1	< 0.1%
Other values (59278)	59278	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.33900666	1	< 0.1%
33.3393274	1	< 0.1%
33.34052097	1	< 0.1%
33.34091632	1	< 0.1%
33.34301097	1	< 0.1%
33.34328706	1	< 0.1%
33.34357368	1	< 0.1%
33.34362433	1	< 0.1%
33.34514753	1	< 0.1%
33.35237284	1	< 0.1%

Value	Count	Frequency (%)
42.39043718	1	< 0.1%
42.39024754	1	< 0.1%
42.38990669	1	< 0.1%
42.38982827	1	< 0.1%
42.38978814	1	< 0.1%
42.38977245	1	< 0.1%
42.38968173	1	< 0.1%
42.38965277	1	< 0.1%
42.38953063	1	< 0.1%
42.38903148	1	< 0.1%

longitude
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	59288
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-92.40902

Minimum	-122.5115
Maximum	-70.989359
Zeros	0
Zeros (%)	0.0%
Negative	59288
Negative (%)	100.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	-122.5115
5-th percentile	-122.4229
Q1	-118.34219
median	-76.998126
Q3	-73.954732
95-th percentile	-73.787438
Maximum	-70.989359
Range	51.522141
Interquartile range (IQR)	44.387461

Descriptive statistics

Standard deviation	21.698695
Coefficient of variation (CV)	-0.23481144
Kurtosis	-1.7736241
Mean	-92.40902
Median Absolute Deviation (MAD)	3.1463814
Skewness	-0.40647297
Sum	-5478746
Variance	470.83336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-74.00357406	1	< 0.1%
-118.309648	1	< 0.1%
-118.3688065	1	< 0.1%
-73.93751495	1	< 0.1%
-71.05587868	1	< 0.1%
-87.65741676	1	< 0.1%
-117.8053239	1	< 0.1%
-118.1520552	1	< 0.1%
-117.9175587	1	< 0.1%
-73.97289592	1	< 0.1%
Other values (59278)	59278	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-122.5115	1	< 0.1%
-122.5109053	1	< 0.1%
-122.5096352	1	< 0.1%
-122.5093674	1	< 0.1%
-122.5093648	1	< 0.1%
-122.5093356	1	< 0.1%
-122.5092505	1	< 0.1%
-122.50916	1	< 0.1%
-122.5091375	1	< 0.1%
-122.5090638	1	< 0.1%

Value	Count	Frequency (%)
-70.98935853	1	< 0.1%
-70.99186148	1	< 0.1%
-71.00026054	1	< 0.1%
-71.00046159	1	< 0.1%
-71.00154803	1	< 0.1%
-71.00176944	1	< 0.1%
-71.00471442	1	< 0.1%
-71.0051918	1	< 0.1%
-71.00574429	1	< 0.1%
-71.00585743	1	< 0.1%

name
Categorical

HIGH CARDINALITY UNIFORM

Distinct	58782
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Memory size	463.3 KiB

East Village Studio	5
Location, Location, Location	5
Bunk bed in the Treat Street Clubhouse	5
Your home away from home	5
Cozy Private Room	5
Other values (58777)	59263

Length

Max length	179
Median length	67
Mean length	34.825884
Min length	1

Characters and Unicode

Total characters	2064757
Distinct characters	1094
Distinct categories	22 ?
Distinct scripts	12 ?
Distinct blocks	19 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	58356 ?
Unique (%)	98.4%

Sample

1st row	AFFORDABLE & COZY IN SUNSET PARK T
2nd row	Luxurious and quiet - 30 second walk to the beach!
3rd row	Bensonhurst STYLISH STUDIO
4th row	LA San Gabriel Suit room 圣盖博大套房免费停车 Free Parking
5th row	XTRA Large 2bdrm 2bath in the City near "El" Train

Common Values

Value	Count	Frequency (%)
East Village Studio	5	< 0.1%
Location, Location, Location	5	< 0.1%
Bunk bed in the Treat Street Clubhouse	5	< 0.1%
Your home away from home	5	< 0.1%
Cozy Private Room	5	< 0.1%
Spacious Brooklyn Apartment	5	< 0.1%
The Treehouse	4	< 0.1%
Cozy apartment in Brooklyn	4	< 0.1%
Home	4	< 0.1%
Studio	4	< 0.1%
Other values (58772)	59242	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
in	17791	5.2%
room	9998	2.9%
	8940	2.6%
private	8296	2.4%
bedroom	7225	2.1%
apartment	5852	1.7%
cozy	4988	1.5%
the	4980	1.5%
apt	4596	1.3%
studio	4225	1.2%
Other values (15971)	264258	77.5%

Most occurring characters

Value	Count	Frequency (%)
	283850	13.7%
e	149660	7.2%
o	146181	7.1%
a	118131	5.7%
t	116960	5.7%
i	108579	5.3%
n	104902	5.1%
r	104752	5.1%
l	62370	3.0%
s	55151	2.7%
Other values (1084)	814221	39.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1373982	66.5%
Uppercase Letter	315304	15.3%
Space Separator	283855	13.7%
Other Punctuation	41970	2.0%
Decimal Number	28138	1.4%
Dash Punctuation	8063	0.4%
Other Letter	7461	0.4%
Math Symbol	2055	0.1%
Close Punctuation	1627	0.1%
Open Punctuation	1449	0.1%
Other values (12)	853	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
房	320	4.3%
独	120	1.6%
立	120	1.6%
的	117	1.6%
间	98	1.3%
大	94	1.3%
一	93	1.2%
公	90	1.2%
套	89	1.2%
人	88	1.2%
Other values (858)	6232	83.5%

Lowercase Letter

Value	Count	Frequency (%)
e	149660	10.9%
o	146181	10.6%
a	118131	8.6%
t	116960	8.5%
i	108579	7.9%
n	104902	7.6%
r	104752	7.6%
l	62370	4.5%
s	55151	4.0%
u	50735	3.7%
Other values (69)	356561	26.0%

Uppercase Letter

Value	Count	Frequency (%)
B	33504	10.6%
S	28709	9.1%
C	26281	8.3%
A	23045	7.3%
R	19884	6.3%
L	18934	6.0%
P	18178	5.8%
H	17878	5.7%
E	14986	4.8%
M	12890	4.1%
Other values (29)	101015	32.0%

Other Symbol

Value	Count	Frequency (%)
★	180	41.6%
❤	101	23.3%
☆	58	13.4%
☀	12	2.8%
♥	9	2.1%
♡	9	2.1%
✿	8	1.8%
™	6	1.4%
☺	5	1.2%
°	5	1.2%
Other values (18)	40	9.2%

Other Punctuation

Value	Count	Frequency (%)
,	10394	24.8%
!	9695	23.1%
/	7823	18.6%
.	5114	12.2%
&	4013	9.6%
'	1393	3.3%
*	869	2.1%
:	792	1.9%
#	632	1.5%
"	419	1.0%
Other values (15)	826	2.0%

Decimal Number

Value	Count	Frequency (%)
1	9498	33.8%
2	8417	29.9%
3	2898	10.3%
0	2096	7.4%
5	1827	6.5%
4	1439	5.1%
6	558	2.0%
9	518	1.8%
8	449	1.6%
7	438	1.6%

Math Symbol

Value	Count	Frequency (%)
+	1563	76.1%
\|	258	12.6%
~	179	8.7%
>	25	1.2%
=	18	0.9%
<	8	0.4%
～	3	0.1%
÷	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1484	91.2%
]	92	5.7%
）	24	1.5%
】	12	0.7%
}	12	0.7%
》	2	0.1%
｝	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1301	89.8%
[	94	6.5%
（	27	1.9%
【	12	0.8%
{	12	0.8%
《	2	0.1%
｛	1	0.1%

Nonspacing Mark

Value	Count	Frequency (%)
️	104	87.4%
︎	5	4.2%
्	5	4.2%
े	5	4.2%

Space Separator

Value	Count	Frequency (%)
	283850	> 99.9%
	3	< 0.1%
	2	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	8005	99.3%
—	32	0.4%
–	26	0.3%

Modifier Symbol

Value	Count	Frequency (%)
^	18	81.8%
`	4	18.2%

Final Punctuation

Value	Count	Frequency (%)
’	14	73.7%
”	5	26.3%

Other Number

Value	Count	Frequency (%)
²	6	75.0%
½	2	25.0%

Currency Symbol

Value	Count	Frequency (%)
$	179	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	57	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	5	100.0%

Spacing Mark

Value	Count	Frequency (%)
ा	5	100.0%

Modifier Letter

Value	Count	Frequency (%)
ー	4	100.0%

Enclosing Mark

Value	Count	Frequency (%)
⃣	1	100.0%

Format

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1689209	81.8%
Common	367885	17.8%
Han	7229	0.4%
Inherited	110	< 0.1%
Cyrillic	78	< 0.1%
Hangul	68	< 0.1%
Katakana	46	< 0.1%
Devanagari	42	< 0.1%
Arabic	30	< 0.1%
Hiragana	30	< 0.1%
Other values (2)	30	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
房	320	4.4%
独	120	1.7%
立	120	1.7%
的	117	1.6%
间	98	1.4%
大	94	1.3%
一	93	1.3%
公	90	1.2%
套	89	1.2%
人	88	1.2%
Other values (738)	6000	83.0%

Common

Value	Count	Frequency (%)
	283850	77.2%
,	10394	2.8%
!	9695	2.6%
1	9498	2.6%
2	8417	2.3%
-	8005	2.2%
/	7823	2.1%
.	5114	1.4%
&	4013	1.1%
3	2898	0.8%
Other values (92)	18178	4.9%

Latin

Value	Count	Frequency (%)
e	149660	8.9%
o	146181	8.7%
a	118131	7.0%
t	116960	6.9%
i	108579	6.4%
n	104902	6.2%
r	104752	6.2%
l	62370	3.7%
s	55151	3.3%
u	50735	3.0%
Other values (80)	671788	39.8%

Hangul

Value	Count	Frequency (%)
인	4	5.9%
한	3	4.4%
하	3	4.4%
리	3	4.4%
영	2	2.9%
환	2	2.9%
국	2	2.9%
잠	2	2.9%
자	2	2.9%
타	2	2.9%
Other values (38)	43	63.2%

Cyrillic

Value	Count	Frequency (%)
о	7	9.0%
р	7	9.0%
е	6	7.7%
с	5	6.4%
н	5	6.4%
к	4	5.1%
л	4	5.1%
а	4	5.1%
п	3	3.8%
у	3	3.8%
Other values (19)	30	38.5%

Katakana

Value	Count	Frequency (%)
ン	6	13.0%
レ	3	6.5%
ロ	3	6.5%
ス	3	6.5%
オ	3	6.5%
ツ	2	4.3%
ジ	2	4.3%
ル	2	4.3%
ッ	2	4.3%
ク	2	4.3%
Other values (16)	18	39.1%

Hiragana

Value	Count	Frequency (%)
で	4	13.3%
い	3	10.0%
の	3	10.0%
る	2	6.7%
お	2	6.7%
と	2	6.7%
ま	2	6.7%
に	2	6.7%
す	1	3.3%
き	1	3.3%
Other values (8)	8	26.7%

Hebrew

Value	Count	Frequency (%)
ו	5	19.2%
י	4	15.4%
ב	3	11.5%
ר	3	11.5%
ה	2	7.7%
ל	1	3.8%
א	1	3.8%
מ	1	3.8%
ס	1	3.8%
ג	1	3.8%
Other values (4)	4	15.4%

Devanagari

Value	Count	Frequency (%)
स	5	11.9%
्	5	11.9%
व	5	11.9%
ा	5	11.9%
ग	5	11.9%
ह	5	11.9%
े	5	11.9%
त	5	11.9%
ॐ	2	4.8%

Arabic

Value	Count	Frequency (%)
ه	5	16.7%
ا	5	16.7%
ب	5	16.7%
ك	5	16.7%
ل	5	16.7%
أ	5	16.7%

Inherited

Value	Count	Frequency (%)
️	104	94.5%
︎	5	4.5%
⃣	1	0.9%

Syriac

Value	Count	Frequency (%)
ܓ	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2056006	99.6%
CJK	7229	0.4%
None	539	< 0.1%
Misc Symbols	278	< 0.1%
Dingbats	127	< 0.1%
Punctuation	123	< 0.1%
VS	109	< 0.1%
Cyrillic	78	< 0.1%
Hangul	68	< 0.1%
Katakana	50	< 0.1%
Other values (9)	150	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	283850	13.8%
e	149660	7.3%
o	146181	7.1%
a	118131	5.7%
t	116960	5.7%
i	108579	5.3%
n	104902	5.1%
r	104752	5.1%
l	62370	3.0%
s	55151	2.7%
Other values (85)	805470	39.2%

CJK

Value	Count	Frequency (%)
房	320	4.4%
独	120	1.7%
立	120	1.7%
的	117	1.6%
间	98	1.4%
大	94	1.3%
一	93	1.3%
公	90	1.2%
套	89	1.2%
人	88	1.2%
Other values (738)	6000	83.0%

None

Value	Count	Frequency (%)
，	223	41.4%
。	45	8.3%
！	31	5.8%
（	27	5.0%
、	26	4.8%
）	24	4.5%
à	17	3.2%
】	12	2.2%
【	12	2.2%
ó	12	2.2%
Other values (53)	110	20.4%

Misc Symbols

Value	Count	Frequency (%)
★	180	64.7%
☆	58	20.9%
☀	12	4.3%
♥	9	3.2%
♡	9	3.2%
☺	5	1.8%
☞	2	0.7%
☜	1	0.4%
☕	1	0.4%
⚡	1	0.4%

VS

Value	Count	Frequency (%)
️	104	95.4%
︎	5	4.6%

Dingbats

Value	Count	Frequency (%)
❤	101	79.5%
✿	8	6.3%
✭	5	3.9%
✔	3	2.4%
✨	3	2.4%
✌	2	1.6%
✈	2	1.6%
✽	2	1.6%
❖	1	0.8%

Punctuation

Value	Count	Frequency (%)
•	33	26.8%
—	32	26.0%
–	26	21.1%
’	14	11.4%
⁂	6	4.9%
“	5	4.1%
”	5	4.1%
…	2	1.6%

Cyrillic

Value	Count	Frequency (%)
о	7	9.0%
р	7	9.0%
е	6	7.7%
с	5	6.4%
н	5	6.4%
к	4	5.1%
л	4	5.1%
а	4	5.1%
п	3	3.8%
у	3	3.8%
Other values (19)	30	38.5%

Letterlike Symbols

Value	Count	Frequency (%)
™	6	100.0%

Katakana

Value	Count	Frequency (%)
ン	6	12.0%
ー	4	8.0%
レ	3	6.0%
ロ	3	6.0%
ス	3	6.0%
オ	3	6.0%
ツ	2	4.0%
ジ	2	4.0%
ル	2	4.0%
ッ	2	4.0%
Other values (17)	20	40.0%

Arabic

Value	Count	Frequency (%)
ه	5	16.7%
ا	5	16.7%
ب	5	16.7%
ك	5	16.7%
ل	5	16.7%
أ	5	16.7%

Devanagari

Value	Count	Frequency (%)
स	5	11.9%
्	5	11.9%
व	5	11.9%
ा	5	11.9%
ग	5	11.9%
ह	5	11.9%
े	5	11.9%
त	5	11.9%
ॐ	2	4.8%

Hebrew

Value	Count	Frequency (%)
ו	5	19.2%
י	4	15.4%
ב	3	11.5%
ר	3	11.5%
ה	2	7.7%
ל	1	3.8%
א	1	3.8%
מ	1	3.8%
ס	1	3.8%
ג	1	3.8%
Other values (4)	4	15.4%

Block Elements

Value	Count	Frequency (%)
░	4	40.0%
█	2	20.0%
▓	2	20.0%
▒	2	20.0%

Syriac

Value	Count	Frequency (%)
ܓ	4	100.0%

Hiragana

Value	Count	Frequency (%)
で	4	13.3%
い	3	10.0%
の	3	10.0%
る	2	6.7%
お	2	6.7%
と	2	6.7%
ま	2	6.7%
に	2	6.7%
す	1	3.3%
き	1	3.3%
Other values (8)	8	26.7%

Hangul

Value	Count	Frequency (%)
인	4	5.9%
한	3	4.4%
하	3	4.4%
리	3	4.4%
영	2	2.9%
환	2	2.9%
국	2	2.9%
잠	2	2.9%
자	2	2.9%
타	2	2.9%
Other values (38)	43	63.2%

Geometric Shapes

Value	Count	Frequency (%)
●	1	100.0%

Misc Technical

Value	Count	Frequency (%)
⏳	1	100.0%

neighbourhood
Categorical

HIGH CARDINALITY MISSING

Distinct	610
Distinct (%)	1.1%
Missing	5513
Missing (%)	9.3%
Memory size	463.3 KiB

Williamsburg	2298
Bedford-Stuyvesant	1741
Bushwick	1280
Upper West Side	1120
Mid-Wilshire	1110
Other values (605)	46226

Length

Max length	35
Median length	28
Mean length	11.857852
Min length	4

Characters and Unicode

Total characters	637656
Distinct characters	58
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	48 ?
Unique (%)	0.1%

Sample

1st row	Sunset Park
2nd row	Venice
3rd row	Bensonhurst
4th row	San Gabriel
5th row	Woodlawn

Common Values

Value	Count	Frequency (%)
Williamsburg	2298	3.9%
Bedford-Stuyvesant	1741	2.9%
Bushwick	1280	2.2%
Upper West Side	1120	1.9%
Mid-Wilshire	1110	1.9%
Harlem	1099	1.9%
Hollywood	1045	1.8%
Hell's Kitchen	1044	1.8%
Venice	993	1.7%
Upper East Side	956	1.6%
Other values (600)	41089	69.3%
(Missing)	5513	9.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
east	3874	4.3%
heights	3642	4.0%
west	2967	3.3%
side	2789	3.1%
park	2580	2.8%
hollywood	2384	2.6%
williamsburg	2298	2.5%
upper	2076	2.3%
hill	2050	2.3%
bedford-stuyvesant	1741	1.9%
Other values (596)	64290	70.9%

Most occurring characters

Value	Count	Frequency (%)
e	55070	8.6%
i	46440	7.3%
a	42665	6.7%
t	40010	6.3%
o	39832	6.2%
l	39394	6.2%
	36921	5.8%
s	35477	5.6%
r	35154	5.5%
n	31819	5.0%
Other values (48)	234874	36.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	496977	77.9%
Uppercase Letter	97308	15.3%
Space Separator	36921	5.8%
Dash Punctuation	3487	0.5%
Other Punctuation	2811	0.4%
Decimal Number	152	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	55070	11.1%
i	46440	9.3%
a	42665	8.6%
t	40010	8.1%
o	39832	8.0%
l	39394	7.9%
s	35477	7.1%
r	35154	7.1%
n	31819	6.4%
d	19310	3.9%
Other values (16)	111806	22.5%

Uppercase Letter

Value	Count	Frequency (%)
H	13441	13.8%
S	10326	10.6%
W	8983	9.2%
B	7997	8.2%
C	7003	7.2%
M	5526	5.7%
P	5330	5.5%
E	5287	5.4%
L	4048	4.2%
V	3775	3.9%
Other values (14)	25592	26.3%

Other Punctuation

Value	Count	Frequency (%)
/	1687	60.0%
'	1076	38.3%
.	37	1.3%
,	11	0.4%

Decimal Number

Value	Count	Frequency (%)
1	76	50.0%
6	76	50.0%

Space Separator

Value	Count	Frequency (%)
	36921	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3487	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	594285	93.2%
Common	43371	6.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	55070	9.3%
i	46440	7.8%
a	42665	7.2%
t	40010	6.7%
o	39832	6.7%
l	39394	6.6%
s	35477	6.0%
r	35154	5.9%
n	31819	5.4%
d	19310	3.2%
Other values (40)	209114	35.2%

Common

Value	Count	Frequency (%)
	36921	85.1%
-	3487	8.0%
/	1687	3.9%
'	1076	2.5%
1	76	0.2%
6	76	0.2%
.	37	0.1%
,	11	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	637656	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	55070	8.6%
i	46440	7.3%
a	42665	6.7%
t	40010	6.3%
o	39832	6.2%
l	39394	6.2%
	36921	5.8%
s	35477	5.6%
r	35154	5.5%
n	31819	5.0%
Other values (48)	234874	36.8%

number_of_reviews
Real number (ℝ)

Distinct	356
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.894498

Minimum	0
Maximum	605
Zeros	12626
Zeros (%)	21.3%
Negative	0
Negative (%)	0.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	23
95-th percentile	95
Maximum	605
Range	605
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	37.748916
Coefficient of variation (CV)	1.8066438
Kurtosis	20.084815
Mean	20.894498
Median Absolute Deviation (MAD)	6
Skewness	3.6685249
Sum	1238793
Variance	1424.9806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12626	21.3%
1	5696	9.6%
2	3783	6.4%
3	2899	4.9%
4	2301	3.9%
5	2039	3.4%
6	1646	2.8%
7	1489	2.5%
8	1328	2.2%
9	1162	2.0%
Other values (346)	24319	41.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12626	21.3%
1	5696	9.6%
2	3783	6.4%
3	2899	4.9%
4	2301	3.9%
5	2039	3.4%
6	1646	2.8%
7	1489	2.5%
8	1328	2.2%
9	1162	2.0%

Value	Count	Frequency (%)
605	1	< 0.1%
542	1	< 0.1%
530	1	< 0.1%
525	1	< 0.1%
505	1	< 0.1%
495	1	< 0.1%
469	1	< 0.1%
453	1	< 0.1%
451	1	< 0.1%
425	1	< 0.1%

review_scores_rating
Real number (ℝ)

Distinct	51
Distinct (%)	0.1%
Missing	13341
Missing (%)	22.5%
Infinite	0
Infinite (%)	0.0%
Mean	94.051407

Minimum	20
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	20
5-th percentile	80
Q1	92
median	96
Q3	100
95-th percentile	100
Maximum	100
Range	80
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.8848338
Coefficient of variation (CV)	0.083835362
Kurtosis	19.871876
Mean	94.051407
Median Absolute Deviation (MAD)	4
Skewness	-3.3864263
Sum	4321380
Variance	62.170604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	12958	21.9%
98	3520	5.9%
96	3313	5.6%
97	3251	5.5%
95	2961	5.0%
93	2915	4.9%
90	2272	3.8%
94	2113	3.6%
99	2099	3.5%
80	1711	2.9%
Other values (41)	8834	14.9%
(Missing)	13341	22.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	78	0.1%
27	1	< 0.1%
30	4	< 0.1%
40	78	0.1%
47	4	< 0.1%
49	1	< 0.1%
50	25	< 0.1%
53	7	< 0.1%
55	3	< 0.1%
56	1	< 0.1%

Value	Count	Frequency (%)
100	12958	21.9%
99	2099	3.5%
98	3520	5.9%
97	3251	5.5%
96	3313	5.6%
95	2961	5.0%
94	2113	3.6%
93	2915	4.9%
92	1661	2.8%
91	1285	2.2%

thumbnail_url
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	52758
Distinct (%)	> 99.9%
Missing	6520
Missing (%)	11.0%
Memory size	463.3 KiB

https://a0.muscache.com/im/pictures/109405834/9a555e66_original.jpg?aki_policy=small	2
https://a0.muscache.com/im/pictures/104667326/a7a2b145_original.jpg?aki_policy=small	2
https://a0.muscache.com/im/pictures/4491e5c5-33f6-4704-9887-76a059f86fda.jpg?aki_policy=small	2
https://a0.muscache.com/im/pictures/28563531/1000de61_original.jpg?aki_policy=small	2
https://a0.muscache.com/im/pictures/23033013/54d62516_original.jpg?aki_policy=small	2
Other values (52753)	52758

Length

Max length	93
Median length	93
Mean length	90.504757
Min length	79

Characters and Unicode

Total characters	4775755
Distinct characters	38
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52748 ?
Unique (%)	> 99.9%

Sample

1st row	https://a0.muscache.com/im/pictures/105652616/6eb122d7_original.jpg?aki_policy=small
2nd row	https://a0.muscache.com/im/pictures/bf8ee448-b113-46cd-aeed-705825ec52e6.jpg?aki_policy=small
3rd row	https://a0.muscache.com/im/pictures/0cff238c-a526-4c07-85d8-1d6522de7892.jpg?aki_policy=small
4th row	https://a0.muscache.com/im/pictures/92108903/0b86d70a_original.jpg?aki_policy=small
5th row	https://a0.muscache.com/im/pictures/83993776/de87ff9a_original.jpg?aki_policy=small

Common Values

Value	Count	Frequency (%)
https://a0.muscache.com/im/pictures/109405834/9a555e66_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/104667326/a7a2b145_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/4491e5c5-33f6-4704-9887-76a059f86fda.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/28563531/1000de61_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/23033013/54d62516_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/105275678/2ec252ae_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/61042471/5543b0e0_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/70087089/bc66229a_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/623a5884-0613-4cbd-962f-bbd28c7f47bc.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/39dc7b1a-15ca-4820-ac7d-44325007f1a2.jpg?aki_policy=small	2	< 0.1%
Other values (52748)	52748	89.0%
(Missing)	6520	11.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://a0.muscache.com/im/pictures/109405834/9a555e66_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/4491e5c5-33f6-4704-9887-76a059f86fda.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/28563531/1000de61_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/23033013/54d62516_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/105275678/2ec252ae_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/61042471/5543b0e0_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/70087089/bc66229a_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/623a5884-0613-4cbd-962f-bbd28c7f47bc.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/39dc7b1a-15ca-4820-ac7d-44325007f1a2.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/104667326/a7a2b145_original.jpg?aki_policy=small	2	< 0.1%
Other values (52748)	52748	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
c	344873	7.2%
a	314611	6.6%
/	277074	5.8%
i	237540	5.0%
m	211072	4.4%
p	211072	4.4%
s	211072	4.4%
e	186173	3.9%
l	171538	3.6%
.	158304	3.3%
Other values (28)	2452426	51.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2932757	61.4%
Decimal Number	1025178	21.5%
Other Punctuation	540914	11.3%
Dash Punctuation	158136	3.3%
Connector Punctuation	66002	1.4%
Math Symbol	52768	1.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
c	344873	11.8%
a	314611	10.7%
i	237540	8.1%
m	211072	7.2%
p	211072	7.2%
s	211072	7.2%
e	186173	6.3%
l	171538	5.8%
t	158304	5.4%
o	118770	4.0%
Other values (11)	767732	26.2%

Decimal Number

Value	Count	Frequency (%)
0	144979	14.1%
4	130395	12.7%
9	100862	9.8%
8	100752	9.8%
1	92971	9.1%
7	91567	8.9%
6	91252	8.9%
5	91105	8.9%
2	90664	8.8%
3	90631	8.8%

Other Punctuation

Value	Count	Frequency (%)
/	277074	51.2%
.	158304	29.3%
?	52768	9.8%
:	52768	9.8%

Dash Punctuation

Value	Count	Frequency (%)
-	158136	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	66002	100.0%

Math Symbol

Value	Count	Frequency (%)
=	52768	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2932757	61.4%
Common	1842998	38.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
c	344873	11.8%
a	314611	10.7%
i	237540	8.1%
m	211072	7.2%
p	211072	7.2%
s	211072	7.2%
e	186173	6.3%
l	171538	5.8%
t	158304	5.4%
o	118770	4.0%
Other values (11)	767732	26.2%

Common

Value	Count	Frequency (%)
/	277074	15.0%
.	158304	8.6%
-	158136	8.6%
0	144979	7.9%
4	130395	7.1%
9	100862	5.5%
8	100752	5.5%
1	92971	5.0%
7	91567	5.0%
6	91252	5.0%
Other values (7)	496706	27.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4775755	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
c	344873	7.2%
a	314611	6.6%
/	277074	5.8%
i	237540	5.0%
m	211072	4.4%
p	211072	4.4%
s	211072	4.4%
e	186173	3.9%
l	171538	3.6%
.	158304	3.3%
Other values (28)	2452426	51.4%

zipcode
Categorical

HIGH CARDINALITY MISSING

Distinct	747
Distinct (%)	1.3%
Missing	789
Missing (%)	1.3%
Memory size	463.3 KiB

11211.0	1090
90291	1028
11221	945
94110	770
90046	754
Other values (742)	53912

Length

Max length	10
Median length	5
Mean length	5.2440555
Min length	1

Characters and Unicode

Total characters	306772
Distinct characters	18
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	90 ?
Unique (%)	0.2%

Sample

1st row	11232
2nd row	90291
3rd row	11214
4th row	91776
5th row	60637

Common Values

Value	Count	Frequency (%)
11211.0	1090	1.8%
90291	1028	1.7%
11221	945	1.6%
94110	770	1.3%
90046	754	1.3%
20002	752	1.3%
20009	735	1.2%
20001	661	1.1%
90028	626	1.1%
10019	608	1.0%
Other values (737)	50530	85.2%
(Missing)	789	1.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
11211.0	1090	1.9%
90291	1028	1.8%
11221	945	1.6%
94110	770	1.3%
90046	754	1.3%
20002	752	1.3%
20009	735	1.3%
20001	661	1.1%
90028	626	1.1%
10019	608	1.0%
Other values (736)	50529	86.4%

Most occurring characters

Value	Count	Frequency (%)
0	87177	28.4%
1	74519	24.3%
2	38353	12.5%
9	29840	9.7%
6	17040	5.6%
3	15342	5.0%
4	15035	4.9%
5	8135	2.7%
7	7762	2.5%
.	7116	2.3%
Other values (8)	6453	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	299637	97.7%
Other Punctuation	7116	2.3%
Dash Punctuation	11	< 0.1%
Lowercase Letter	4	< 0.1%
Space Separator	3	< 0.1%
Uppercase Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	87177	29.1%
1	74519	24.9%
2	38353	12.8%
9	29840	10.0%
6	17040	5.7%
3	15342	5.1%
4	15035	5.0%
5	8135	2.7%
7	7762	2.6%
8	6434	2.1%

Lowercase Letter

Value	Count	Frequency (%)
e	1	25.0%
a	1	25.0%
r	1	25.0%
m	1	25.0%

Other Punctuation

Value	Count	Frequency (%)
.	7116	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	306767	> 99.9%
Latin	5	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	87177	28.4%
1	74519	24.3%
2	38353	12.5%
9	29840	9.7%
6	17040	5.6%
3	15342	5.0%
4	15035	4.9%
5	8135	2.7%
7	7762	2.5%
.	7116	2.3%
Other values (3)	6448	2.1%

Latin

Value	Count	Frequency (%)
N	1	20.0%
e	1	20.0%
a	1	20.0%
r	1	20.0%
m	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	306772	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	87177	28.4%
1	74519	24.3%
2	38353	12.5%
9	29840	9.7%
6	17040	5.6%
3	15342	5.0%
4	15035	4.9%
5	8135	2.7%
7	7762	2.5%
.	7116	2.3%
Other values (8)	6453	2.1%

bedrooms
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	< 0.1%
Missing	71
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.2649577

Minimum	0
Maximum	10
Zeros	5428
Zeros (%)	9.2%
Negative	0
Negative (%)	0.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.85175897
Coefficient of variation (CV)	0.67334977
Kurtosis	7.5255385
Mean	1.2649577
Median Absolute Deviation (MAD)	0
Skewness	1.97557
Sum	74907
Variance	0.72549334
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	39731	67.0%
2	9149	15.4%
0	5428	9.2%
3	3414	5.8%
4	1076	1.8%
5	284	0.5%
6	81	0.1%
7	30	0.1%
8	8	< 0.1%
10	8	< 0.1%
(Missing)	71	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5428	9.2%
1	39731	67.0%
2	9149	15.4%
3	3414	5.8%
4	1076	1.8%
5	284	0.5%
6	81	0.1%
7	30	0.1%
8	8	< 0.1%
9	8	< 0.1%

Value	Count	Frequency (%)
10	8	< 0.1%
9	8	< 0.1%
8	8	< 0.1%
7	30	0.1%
6	81	0.1%
5	284	0.5%
4	1076	1.8%
3	3414	5.8%
2	9149	15.4%
1	39731	67.0%

beds
Real number (ℝ)

Distinct	18
Distinct (%)	< 0.1%
Missing	106
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.7108073

Minimum	0
Maximum	18
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	18
Range	18
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2525466
Coefficient of variation (CV)	0.73213771
Kurtosis	19.892921
Mean	1.7108073
Median Absolute Deviation (MAD)	0
Skewness	3.3666572
Sum	101249
Variance	1.5688729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	36075	60.8%
2	13419	22.6%
3	5129	8.7%
4	2465	4.2%
5	1037	1.7%
6	528	0.9%
7	170	0.3%
8	141	0.2%
10	70	0.1%
9	53	0.1%
Other values (8)	95	0.2%
(Missing)	106	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	36075	60.8%
2	13419	22.6%
3	5129	8.7%
4	2465	4.2%
5	1037	1.7%
6	528	0.9%
7	170	0.3%
8	141	0.2%
9	53	0.1%

Value	Count	Frequency (%)
18	1	< 0.1%
16	29	< 0.1%
15	6	< 0.1%
14	4	< 0.1%
13	8	< 0.1%
12	25	< 0.1%
11	19	< 0.1%
10	70	0.1%
9	53	0.1%
8	141	0.2%

price
Real number (ℝ)

Distinct	716
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	159.95879

Minimum	5
Maximum	1999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.3 KiB

Quantile statistics

Minimum	5
5-th percentile	40
Q1	75
median	110
Q3	185
95-th percentile	425
Maximum	1999
Range	1994
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	168.1933
Coefficient of variation (CV)	1.0514789
Kurtosis	26.948002
Mean	159.95879
Median Absolute Deviation (MAD)	45
Skewness	4.3319972
Sum	9483637
Variance	28288.986
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150	2178	3.7%
100	2171	3.7%
75	1620	2.7%
50	1543	2.6%
200	1531	2.6%
60	1456	2.5%
125	1389	2.3%
80	1383	2.3%
70	1306	2.2%
65	1299	2.2%
Other values (706)	43412	73.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	< 0.1%
10	25	< 0.1%
11	1	< 0.1%
12	4	< 0.1%
13	1	< 0.1%
15	46	0.1%
16	8	< 0.1%
17	6	< 0.1%
18	11	< 0.1%
19	20	< 0.1%

Value	Count	Frequency (%)
1999	3	< 0.1%
1995	4	< 0.1%
1980	1	< 0.1%
1975	1	< 0.1%
1950	6	< 0.1%
1938	1	< 0.1%
1900	4	< 0.1%
1895	1	< 0.1%
1889	1	< 0.1%
1875	1	< 0.1%

Auto

Heatmap
Table

	id	accommodates	bathrooms	latitude	longitude	number_of_reviews	review_scores_rating	bedrooms	beds	price	property_type	room_type	bed_type	cancellation_policy	cleaning_fee	city	host_has_profile_pic	host_identity_verified	host_response_rate	instant_bookable
id	1.000	0.004	-0.002	0.004	0.001	0.000	-0.006	0.001	-0.001	-0.002	0.000	0.000	0.000	0.000	0.009	0.000	0.006	0.006	0.000	0.000
accommodates	0.004	1.000	0.368	-0.061	-0.103	0.127	-0.053	0.580	0.782	0.586	0.084	0.400	0.048	0.110	0.196	0.071	0.017	0.056	0.039	0.061
bathrooms	-0.002	0.368	1.000	-0.113	-0.124	-0.032	0.022	0.491	0.414	0.282	0.141	0.140	0.028	0.061	0.077	0.084	0.000	0.026	0.040	0.025
latitude	0.004	-0.061	-0.113	1.000	0.743	0.005	-0.042	-0.046	-0.064	0.004	0.188	0.093	0.013	0.049	0.088	0.894	0.000	0.067	0.077	0.051
longitude	0.001	-0.103	-0.124	0.743	1.000	-0.030	-0.066	-0.066	-0.087	-0.162	0.238	0.078	0.011	0.046	0.076	1.000	0.000	0.086	0.088	0.030
number_of_reviews	0.000	0.127	-0.032	0.005	-0.030	1.000	-0.258	-0.007	0.085	-0.033	0.066	0.026	0.000	0.077	0.080	0.037	0.004	0.122	0.017	0.069
review_scores_rating	-0.006	-0.053	0.022	-0.042	-0.066	-0.258	1.000	0.010	-0.052	0.082	0.046	0.044	0.000	0.060	0.066	0.039	0.018	0.075	0.089	0.084
bedrooms	0.001	0.580	0.491	-0.046	-0.066	-0.007	0.010	1.000	0.640	0.407	0.096	0.311	0.036	0.079	0.142	0.061	0.010	0.028	0.034	0.020
beds	-0.001	0.782	0.414	-0.064	-0.087	0.085	-0.052	0.640	1.000	0.479	0.101	0.331	0.045	0.097	0.168	0.055	0.007	0.042	0.041	0.052
price	-0.002	0.586	0.282	0.004	-0.162	-0.033	0.082	0.407	0.479	1.000	0.068	0.257	0.029	0.091	0.078	0.082	0.014	0.033	0.033	0.023
property_type	0.000	0.084	0.141	0.188	0.238	0.066	0.046	0.096	0.101	0.068	1.000	0.169	0.038	0.057	0.086	0.203	0.000	0.044	0.036	0.056
room_type	0.000	0.400	0.140	0.093	0.078	0.026	0.044	0.311	0.331	0.257	0.169	1.000	0.187	0.132	0.215	0.090	0.000	0.070	0.089	0.027
bed_type	0.000	0.048	0.028	0.013	0.011	0.000	0.000	0.036	0.045	0.029	0.038	0.187	1.000	0.022	0.034	0.012	0.003	0.016	0.011	0.030
cancellation_policy	0.000	0.110	0.061	0.049	0.046	0.077	0.060	0.079	0.097	0.091	0.057	0.132	0.022	1.000	0.360	0.052	0.033	0.176	0.304	0.023
cleaning_fee	0.009	0.196	0.077	0.088	0.076	0.080	0.066	0.142	0.168	0.078	0.086	0.215	0.034	0.360	1.000	0.083	0.022	0.159	0.132	0.010
city	0.000	0.071	0.084	0.894	1.000	0.037	0.039	0.061	0.055	0.082	0.203	0.090	0.012	0.052	0.083	1.000	0.000	0.087	0.090	0.054
host_has_profile_pic	0.006	0.017	0.000	0.000	0.000	0.004	0.018	0.010	0.007	0.014	0.000	0.000	0.003	0.033	0.022	0.000	1.000	0.075	0.079	0.007
host_identity_verified	0.006	0.056	0.026	0.067	0.086	0.122	0.075	0.028	0.042	0.033	0.044	0.070	0.016	0.176	0.159	0.087	0.075	1.000	0.099	0.089
host_response_rate	0.000	0.039	0.040	0.077	0.088	0.017	0.089	0.034	0.041	0.033	0.036	0.089	0.011	0.304	0.132	0.090	0.079	0.099	1.000	0.132
instant_bookable	0.000	0.061	0.025	0.051	0.030	0.069	0.084	0.020	0.052	0.023	0.056	0.027	0.030	0.023	0.010	0.054	0.007	0.089	0.132	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	id	property_type	room_type	amenities	accommodates	bathrooms	bed_type	cancellation_policy	cleaning_fee	city	description	first_review	host_has_profile_pic	host_identity_verified	host_response_rate	host_since	instant_bookable	last_review	latitude	longitude	name	neighbourhood	number_of_reviews	review_scores_rating	thumbnail_url	zipcode	bedrooms	beds	price
0	46459	House	Private room	{"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials}	2	0.0000	Real Bed	strict	True	NYC	This is a comfortable, simple beautiful room, one block away from Sunset Park. Clean, cozy and furnished for the comfort of our guests. This is a comfortable a very simple beautiful room one block away from Sunset Park. Clean, cozy and furnished to be a comfortable as possible for our guests. We are centrally located between both 5th and 6th Avenue shops, restaurants, cafes and markets. Sightseeing nearby, include Prospect Park, Brooklyn Museum, Brooklyn Botanical Gardens, Brooklyn Academy of Music, which are all easily commutable via train or cab. We are just 5 blocks away from the D, N, M and R train. Manhattan within 15 minutes or Midtown in 20 minutes. WE PROVIDE: Full side bed with sheets and towel provide. HDTV, WIFI and a warm welcome! You will have full access to the kitchen with microwave, fridge, two burner portable stove, coffee maker, toaster and all cooking ware. and if the weather is behaving good feel free to use our wonderful backyard. Check-in is at 3pm Check-out is a	2015-09-24	t	t	100%	2011-09-19	f	2017-09-24	40.6504	-74.0036	AFFORDABLE & COZY IN SUNSET PARK T	Sunset Park	15	89.0000	https://a0.muscache.com/im/pictures/105652616/6eb122d7_original.jpg?aki_policy=small	11232	1.0000	1.0000	50.0000
1	16468	Apartment	Entire home/apt	{Internet,"Wireless Internet",Kitchen,Heating,"Smoke detector","Carbon monoxide detector","Fire extinguisher","Lock on bedroom door","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50"}	2	1.0000	Real Bed	strict	True	LA	Renovated clean & modern 1 bedroom in the heart of Venice Beach. Located on a quiet, cozy street that's just moments from the Boardwalk. This is the perfect listing if you're a respectful, responsible guy/gal! This is the front apartment on the first floor of a former single-family home. It was renovated just a few years ago with new flooring, appliances, etc. Lots of natural light and ocean breezes. Furnished in a clean, modern aesthetic with relaxation in mind. Guests have access to wifi, kitchen, basic pantry supplies, clean linens/towels, and a bit of closet space. Out of respect to my neighbors, shared washer/dryer and communal outdoor spaces are off-limits. I'll meet with you to get you settled in. After that, the place is all yours. I'll be available by phone and text if any issues arise. This is a very walkable neighborhood with lots of great restaurants and nightlife. Oh, and the beach, of course. The Venice Boardwalk is just around the corner and it's a 10-minute walk to Abbo	2015-06-15	t	t	NaN	2014-04-04	f	2016-07-24	33.9876	-118.4745	Luxurious and quiet - 30 second walk to the beach!	Venice	12	98.0000	NaN	90291	1.0000	1.0000	199.0000
2	30190	Apartment	Entire home/apt	{TV,Internet,"Wireless Internet","Air conditioning","Wheelchair accessible",Kitchen,"Pets allowed",Elevator,"Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,Iron,"Laptop friendly workspace"}	4	1.0000	Real Bed	strict	True	NYC	My studio is located in the heart of Bensonhurst - Little Italy and small Chinatown of Brooklyn. It's cozy and comfortable place to stay short term! My studio is located in the heart of Bensonhurst - Little Italy and small Chinatown of Brooklyn. It's cozy and comfortable place to stay short term! The space is great for a small party and it's well equipped with amenities and it has pretty much everything a guest might need for a good rest. The guest has a access to an entire home! I am always available for communication, any time a guest needs help I will be there 24/7 The area is very multicultural; it's just a 5 min walk from Bensonhurst park and Verrazano bridge Boardwalk- the park itself very close to the ocean. The area has all possible shopping and the prices are the lowest in town! The commute is very easy - it's a plenty of buses around BK plus D/N train and only 35 minutes from midtown Manhattan! Car services are all over as well! There's a fire escape outside the window - plea	2016-01-03	t	f	80%	2015-09-02	f	2017-08-01	40.6026	-73.9933	Bensonhurst STYLISH STUDIO	Bensonhurst	26	94.0000	https://a0.muscache.com/im/pictures/bf8ee448-b113-46cd-aeed-705825ec52e6.jpg?aki_policy=small	11214	0.0000	2.0000	85.0000
3	43181	Townhouse	Private room	{"Wireless Internet","Air conditioning","Pets live on this property",Cat(s),"Hot tub",Heating,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer","Laptop friendly workspace","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50"}	3	1.0000	Real Bed	strict	True	LA	我们位于洛杉矶圣盖博市,距离夏威夷超市,99大华超市,顺发超市(全部为华人超市,语言沟通无障碍)步行十分钟距离,离costco,targte,walmart圣盖博医院丶嘉惠尔医院不到十分钟的车程｡封闭小区,安全铁门｡交通便利,超市丶餐馆丶医院丶公交车站都在步行距离,即使无车代步依然出入自如,让您出行方便｡我们了解您拎包入住的需求,设施齐全,水电网络,家电家具,床上用品一应俱全,干净卫生,让您居住安全无忧｡独立卫生间。 Private bathroom。本房间内有两张床,一张Queen Size,一张Twin Size. zh.airbnb.com/c/shaohuac2 用此链接注册可获得$30美元住房基金用于订房! 我们位于洛杉矶圣盖博市,距离夏威夷超市,九九大华超市,顺发超市(全部为华人超市,语言沟通无障碍)步行十分钟距离,离costco,target,walmart圣盖博医院丶嘉惠尔医院不到十分钟的车程｡封闭小区,安全铁门｡交通便利,超市丶餐馆丶医院丶公交车站都在步行距离,即使无车代步依然出入自如,让您出行方便｡我们了解您拎包入住的需求,设施齐全,水电煤网络,家电家具,床上用品一应俱全,同,贴心舒适丶干净卫生,让您居住安全无忧｡自有卫生间,大浴室,冲浪浴缸! 全新家私以及床上用品,包水电,宽带,24小时热水,楼下有专门的客用微波炉以及冰箱。 1 mile to the GYM, AMC theater & shops in San Gabriel Square > 3 mile to CSULA & ELAC (bus #70 & 770) > 5 mile to USC medical center (bus #70 to the door) > 7 mile to downtown L A > 10 mile to USC Main campus > 12 mile to Hollywood area & Thai Town	2016-06-16	t	t	100%	2016-03-17	f	2017-03-29	34.0727	-118.0965	LA San Gabriel Suit room 圣盖博大套房免费停车 Free Parking	San Gabriel	33	95.0000	https://a0.muscache.com/im/pictures/0cff238c-a526-4c07-85d8-1d6522de7892.jpg?aki_policy=small	91776	1.0000	2.0000	70.0000
4	62109	Condominium	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises","Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,Hangers,"Hair dryer",Iron}	5	2.0000	Real Bed	strict	True	Chicago	Located in the heart of the bustling Woodlawn/Hyde park Area. Just a 10 minute drive to the beaches and running trails of Lake Michigan and Grant Park. Conveniently located near public transit and the well renowned Museum of Science and Industry. UPSCALE AMENITIES!!! Why stay at a hotel! The location of this condo is within walking distance of the University of Chicago. The renovated brick condominium features 2 Bedrooms with en Suite Bathrooms. The Master Bedroom is furnished with a REAL Queen size bed. The 2nd bedroom has a REAL QUEEN SIZE BED. The Master Bathroom is equipped with a jacuzzi bathtub to provide additional relaxation during your vacation or staycation. The furnished guestrooms include flat screen television and dvd player. The unit has a modern kitchen, washer and dryer, common area and sunroom. There is also a shared rear patio. Everything in the unit is included in your stay. Ample Parking , Internet, linens, etc, etc. We are a text or phone call away if help is	2015-07-31	t	t	100%	2015-02-10	t	2017-03-19	41.7819	-87.6063	XTRA Large 2bdrm 2bath in the City near "El" Train	Woodlawn	60	88.0000	https://a0.muscache.com/im/pictures/92108903/0b86d70a_original.jpg?aki_policy=small	60637	2.0000	2.0000	72.0000
5	1178	Apartment	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,Breakfast,"Buzzer/wireless intercom",Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo}	5	1.0000	Real Bed	strict	True	NYC	Steps away from some of the best UES restaurants and minutes from two of my favorite museums. The area has so much to offer. My apt is on a quiet street, has exposed brick and the neighborhood makes you feel like you are a New Yorker during your stay	NaN	t	f	NaN	2015-04-19	f	NaN	40.7793	-73.9473	Cozy & convenient UES 2BR near all!	Upper East Side	0	NaN	https://a0.muscache.com/im/pictures/83993776/de87ff9a_original.jpg?aki_policy=small	10128	2.0000	3.0000	305.0000
6	47881	Apartment	Entire home/apt	{"Wireless Internet",Kitchen,"Free parking on premises",Heating,"Family/kid friendly","Smoke detector",Essentials,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Private entrance"}	4	1.0000	Real Bed	strict	True	NYC	Hello Travelers! This cozy clean and beautiful apartment features lots of light and comfortable beds. There is enough place for 4. The clean, bright and beautifully decorated apartment is located on the first floor and is very child-friendly. I am offering a beautiful, big, clean apartment available for rent with a bathroom that includes a shower, toilet and sink. I will be gone on the from October 6th to 11th (I will be back on the 11th), so these are the only dates that work. Please do not contact me for other dates. I will NOT be there. You have the entire apartment to yourself. The apartment has a bedroom with a huge canopy bed, then there is a comfortable couch in the living room and another double loft bed in my son's room. His room can also be used by families. There is tons of toys! The apartment is filled with sunlight and very clean and comfortable. There is basic cable, high speed DSL internet and a full size kitchen with a dishwasher. All in all a wonderful place in centra	2017-04-01	t	t	100%	2014-03-19	f	2017-05-30	40.6773	-73.9431	Beautiful and Clean Apt with Tons of Light!	Crown Heights	3	100.0000	https://a0.muscache.com/im/pictures/6e26b475-0dca-49a1-8bbe-68e6c6bd4ca7.jpg?aki_policy=small	11216.0	2.0000	2.0000	120.0000
7	65143	House	Private room	{TV,"Cable TV","Wireless Internet","Air conditioning",Kitchen,"Free parking on premises","Pets allowed","Pets live on this property",Cat(s),Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Private living room",Bathtub,"Game console","Hot water","Bed linens","Extra pillows and blankets","Ethernet connection",Microwave,"Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove,"Patio or balcony","Luggage dropoff allowed"}	2	1.0000	Real Bed	flexible	True	Boston	Explore Boston & the surrounding areas from this cozy Brighton apartment. The space is bright and open with lots of natural light, the room is clean and functional (with a super comfy bed!), and the hosts are courteous and easygoing. Enjoy easy access to downtown Boston, Cambridge, and more without all the noise and fuss of city living. If you are looking for a quaint, clean, quiet place to rest your head, look no further! While staying with us, you will have your own private guest bedroom, furnished with a full size bed, an empty dresser, and foldable table and chairs. There is an AC unit and central heat in the room (for that notoriously unpredictable Boston weather!). We also provide clean bedding, an alarm clock, and a basket of toiletries for each guest. You are also completely welcome and encouraged to use the shared spaces including the bathroom, kitchen, living spaces, and laundry (which is free and in the building). In the apartment with you will be your two hosts and two oth	2017-07-14	t	f	100%	2017-03-29	t	2017-08-23	42.3532	-71.1556	Cozy Brighton Getaway	Allston-Brighton	11	95.0000	https://a0.muscache.com/im/pictures/166fcee4-ff54-4f2e-aad9-392b778c0708.jpg?aki_policy=small	02135	1.0000	1.0000	59.0000
8	50970	Apartment	Private room	{"Wireless Internet","Air conditioning",Kitchen,"Smoking allowed","Pets allowed","Buzzer/wireless intercom","Family/kid friendly","Smoke detector","Carbon monoxide detector",Essentials,Hangers,"Laptop friendly workspace","translation missing: en.hosting_amenity_50"}	2	1.0000	Real Bed	flexible	False	NYC	Great space in a two bedroom apartment in Brooklyn available for rent. Currently there is one kind size bed however it can be split up into two single beds based on preference. There is a communal backyard in the building and rooftop access. 5 minute walk to the Central M subway stop and 10 minute walk to the Morgan L or Myrtle-Broadway J stop. Lovely coffee shops and bars nearby.	NaN	t	f	NaN	2014-10-05	f	NaN	40.7006	-73.9297	Spacious Bedroom Fits 2 People	Bushwick	0	NaN	https://a0.muscache.com/im/pictures/6182b137-55f0-44ed-a1af-440c4e45c915.jpg?aki_policy=small	11206	1.0000	2.0000	75.0000
9	603	Apartment	Private room	{Internet,"Wireless Internet","Air conditioning","Wheelchair accessible",Kitchen,Elevator,Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector",Essentials,Shampoo,Hangers,"Hair dryer","Laptop friendly workspace","translation missing: en.hosting_amenity_50"}	2	1.0000	Real Bed	strict	True	NYC	Hello There! My name is Tiffany and I have a beautiful and comfortable home on the Roosevelt Island. My place is super convenient for you and your friends who are visiting this amazing city. It is only one stop from Manhattan, 6 mins walk to F train subway station, 15 mins to Times Squares and most everywhere in the city! You’ll love my place because of the great river views from your room, two single beds in the private room. Perfect option for solo adventurers/ business travelers/ friends! Unique and outstanding views of the East & Hudson Rivers and Manhattan from Roosevelt Island Grocery Stores, Pharmacy, Starbucks, Pizza, Diner, Japanese Restaurant, Chinese Takeout, Dry Cleaner, Shoe Repair, all within walking distance on the island Amish Farmers Market Saturdays 6am-4pm Riverside promenades perfect for jogging, taking walks, as well as picnic areas My apartment is close to F train subway station, and it could take you everywhere in the city. You can also take Roosevelt Island Tr	2017-03-05	t	f	93%	2014-08-27	f	2017-09-18	40.7634	-73.9494	Wonderful island life in NYC area	Roosevelt Island	38	96.0000	https://a0.muscache.com/im/pictures/fa1ca2a7-5056-4fb7-8001-874969bbc01e.jpg?aki_policy=small	10044	1.0000	2.0000	75.0000

	id	property_type	room_type	amenities	accommodates	bathrooms	bed_type	cancellation_policy	cleaning_fee	city	description	first_review	host_has_profile_pic	host_identity_verified	host_response_rate	host_since	instant_bookable	last_review	latitude	longitude	name	neighbourhood	number_of_reviews	review_scores_rating	thumbnail_url	zipcode	bedrooms	beds	price
59278	49201	House	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet",Kitchen,"Free parking on premises","Indoor fireplace",Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Self Check-In",Keypad,"Private entrance"}	2	1.0000	Real Bed	moderate	True	SF	My cute little house is in a great neighborhood close to everything San Francisco has to offer. Major bus and train lines are on the next block, but there are lots of shops and restaurants within walking distance. Duboce Park is across the street. A 1/1 with a loft, garage and small backyard. The bathroom is off the bedroom on the ground floor. You must go through the bedroom to get to the bathroom. There is a queen size sleep number bed you can adjust to your liking and a full size washer and dryer. Upstairs is a comfy queen size sleeper sofa, living room and fully equipped kitchen. The loft above has a full size bed. Large south facing windows make it nice and sunny. There's a small balcony that has an outdoor grill. Premium cable TV/DVR and high speed wifi. Private access to the whole house including the garage (if needed) and backyard. I have a mini cooper, but the garage can fit something a little bigger. If you need to use the garage, let me know when you book. The larg	2014-12-19	t	t	100%	2014-09-08	f	2017-09-22	37.7694	-122.4303	In the center of the city!	Duboce Triangle	57	98.0000	https://a0.muscache.com/im/pictures/62679478/b00201e0_original.jpg?aki_policy=small	94117.0	1.0000	2.0000	225.0000
59279	10637	House	Entire home/apt	{TV,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises","Indoor fireplace","Family/kid friendly",Washer,Dryer,"First aid kit","Fire extinguisher",Essentials,Shampoo,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_49"}	4	1.0000	Real Bed	strict	False	LA	This perfectly preserved specimen of Mid Century Modern / Usonian architecture is now available at hourly or daily rates for productions, photo shoots and small dinner or cocktail events. 4 miles from downtown, this historic monument features a zen garden entrance, panoramic windows, soaring views, cantilevered overhangs, celerestory windows, horizontal wood paneled walls, a huge sliding glass door leading to an outdoor living space and succulent draped terrace. Please message for terms/rates.	NaN	t	t	100%	2016-07-03	f	NaN	34.0988	-118.2108	PRODUCTION/EVENT LOCATION:Pristine Mid Century Gem	Mount Washington	0	NaN	https://a0.muscache.com/im/pictures/619ecc00-8606-4b4e-8622-84c70a84aebd.jpg?aki_policy=small	90065	2.0000	2.0000	500.0000
59280	3930	Apartment	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet",Kitchen,"Free parking on premises","Pets allowed",Heating,"Suitable for events",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50"}	4	2.0000	Real Bed	strict	True	LA	Brand New Lux/Mod Beach Rental right on the famous Venice Grand Canal! Luxurious, high-end and full of opulent vacation features. Cooks kitchen, steam shower and soaktub. disappearing walls of glass. This place has it all! Come share our spa-home! A recent beams-out remodel, we spared no expense to make this a luxurious beach get-away. Throw open the accordion walls of glass and let the inside out, and the gorgeous outside view in! Either I will be your concierge or one of my friendly helpful staff from work will be available for your needs. The Marina Del Rey beach is the most beautiful, cleanest and quietest around. But if you want more action, bohemian Venice is a short walk away. Enjoy the quiet luxury of our canal-front home or stroll or bike to over 100 great restaurants and night spots. See out guide attached to this listing for some of faves! UBERs abound. Never more than a few minutes away. Sure you can hop the bus, but better off parking the car and walking or biking. There's	2015-03-28	t	t	100%	2014-10-27	f	2017-04-23	33.9773	-118.4614	LUX Marina Beach 2+2 on the Canals	Marina Del Rey	33	99.0000	https://a0.muscache.com/im/pictures/81405037/3e46f682_original.jpg?aki_policy=small	90292	2.0000	2.0000	380.0000
59281	14939	Apartment	Private room	{"Wireless Internet",Kitchen,"Pets live on this property",Cat(s),Heating,Washer,Dryer,"Smoke detector","First aid kit","Safety card","Fire extinguisher",Shampoo,"Lock on bedroom door","24-hour check-in"}	2	2.0000	Real Bed	strict	False	NYC	Cozy, beautiful and sunny bedroom. Just one block from amazing A express line and few blocks from the red line. Next to Saint Nicholas Park and wonderful jazz restaurant LA MAISON. Great living room and kitchen :)	NaN	t	t	NaN	2014-04-24	f	NaN	40.8150	-73.9525	Cozy Room Upper West Manhattan	Harlem	0	NaN	https://a0.muscache.com/im/pictures/cad09eb8-a226-4381-892b-66a27e3677c5.jpg?aki_policy=small	10027	1.0000	1.0000	55.0000
59282	21600	Apartment	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises","Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","First aid kit","Fire extinguisher",Essentials,Shampoo}	7	2.0000	Real Bed	strict	True	LA	Large 2 bdrm very Confortable. Centrally located next to charming Park. Walk to Top Shops, Dine & Entertainment at The Americana at Brand and Glendale Galleria. Short drive to Downtown LA, Dodgers Stadium, Hollywood, Pasadena, Universal Studios, etc. This is a 2 bedroom/two bathroom very spacious Apt fully furnished and fully equipped. Large kitchen, 6 chair dinner set, comfortable living room. In unit washer/dryer, air-conditioning, heat, dishwasher, and garbage disposal, also has high-speed wireless internet. Under building private parking. BED LAYOUT: Master bedroom with a Calif King bed 2nd Bedroom with two twin beds or put together to make it a King + also in 2nd bedroom a futon for a small person Living-room has a full size futon, could sleep 2 average size persons - Can also provide a baby crib/playpen and umbrella stroller for a child upon request Conveniently located just minutes from two major freeways (134 & 5), and just a few minutes from ABC, Disney and Universal Studi	2015-06-19	t	t	100%	2014-12-10	t	2017-03-28	34.1441	-118.2615	2bd Apt w/Parking / Prime Location	Glendale	7	97.0000	https://a0.muscache.com/im/pictures/76169952/3207e0ea_original.jpg?aki_policy=small	91204	2.0000	5.0000	214.0000
59283	64666	House	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises","Smoking allowed","Pets allowed",Gym,"Hot tub",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Laptop friendly workspace"}	5	2.0000	Real Bed	moderate	True	LA	Our newly renovated House is in the Lake Balboa area in the San Fernando Valley. Open floor plan, updated kitchen and huge zen yard with hot tub! A very short drive from gorgeous Balboa Park and close to both the 405 & 101 freeways. Very large and updated house! The master bedroom has a king-sized memory foam bed, seating area and the second bedroom has a queen sized bed plus desk. Additionally there is an office with twin sleeper couch and desk. Completely renovated and updated kitchen with stainless steel appliances. Large backyard with outdoor dining, hot tub, hammock & multiple seating areas. High-speed internet & wifi. Home gym in garage with elliptical machine & free weights & flat screen tv. Record player with 200+ albums! Guests will have access to all of the house except the master walk in closet, which will be used for storage. Garage is not used for parking since there is a home gym inside. We will not be present in Southern California but are very communicative an	2016-04-11	t	t	100%	2011-08-23	f	2017-01-31	34.1988	-118.5020	Lake Balboa House / Zen Retreat!	Lake Balboa	5	88.0000	https://a0.muscache.com/im/pictures/61891002/232f6a5e_original.jpg?aki_policy=small	91406	3.0000	3.0000	225.0000
59284	10864	Condominium	Entire home/apt	{TV,"Cable TV","Wireless Internet","Air conditioning",Kitchen,"Indoor fireplace",Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50",Bathtub,"Window guards","Hot water","Bed linens","Extra pillows and blankets",Microwave,"Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove,"Patio or balcony","Long term stays allowed"}	2	1.5000	Real Bed	strict	True	NYC	Beautiful modern duplex in old traditional Harlemite Brownstone from 1906. Private beautiful quiet terrace with lounge chair, table and seats. Kitchen equipped with modern appliances (toaster, oven, microwave, juicer and blender). One queen size bed in the bedroom only so it's for 1 person or a couple. There is a washer and dryer inside the apartment. It has one bathroom downstairs and full bathroom upstairs. AC, Heat, Wifi, full cable (HBO included), iron, hair dryer... all is there. The terrace is amazing and very relaxing. You are allowed to smoke there only. There is also a desk upstairs by the terrace so you can work with the door open. Full apartment I will be traveling so a friend of mine will meet you to give you the keys. Check out will be by yourself. Whole Food Market is 3 minutes away. The neighborhood has so many cool restaurants and bars (Red Rooster, Vinateria, Lido, Maison Harlem and many more...). The best pancakes are at Community Food Best Cookies: Levain 3 minutes	2017-08-04	t	t	100%	2010-07-02	f	2017-09-10	40.8077	-73.9524	Modern Beautiful Duplex in Brownstone	Harlem	11	100.0000	https://a0.muscache.com/im/pictures/8dda462d-64e0-48c5-9853-dd8c20306609.jpg?aki_policy=small	10027	1.0000	1.0000	200.0000
59285	14978	Apartment	Entire home/apt	{TV,Internet,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,"Lock on bedroom door","24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace"}	3	1.0000	Real Bed	moderate	True	LA	Explore Los Angeles with your own private cottage-like oasis on the Westside! This centrally located, peaceful, and spacious unit is the ideal place to rest your head, prepare your own meals, swing under the orange trees, and veg out with a 58" smart tv. - 4 miles to beach/Venice - 5 blocks to Santa Monica - 3 miles to Westwood - 20 min to Hollywood + Beverly Hills - Queen-Sized Posturepedic bed - Stand Alone Unit - No Shared Walls - Completely Private - Secure, Covered Parking Hello! Welcome to my artsy cottage-like apartment on the Westside. This unit is centrally located with easy freeway access and right next to LA's new Expo Line/bike path that flows between Downtown LA and Santa Monica. My peaceful apartment is spacious, yet cozy, providing all essential amenities including a full kitchen (cookware, coffee maker, tea kettle, etc), dining room, private bathroom, living room (equipped with a brand new 58" smart tv) with a very cozy boho couch, wifi, and a bedroom looking out in	NaN	t	t	33%	2015-01-05	f	NaN	34.0305	-118.4445	Artsy and Spacious Back House	West Los Angeles	0	NaN	https://a0.muscache.com/im/pictures/d807e712-d965-4243-bdc7-cbffff311fa4.jpg?aki_policy=small	90064	1.0000	2.0000	135.0000
59286	58971	Apartment	Entire home/apt	{TV,"Wireless Internet","Air conditioning","Wheelchair accessible",Kitchen,Elevator,"Buzzer/wireless intercom",Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door","24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Self Check-In",Lockbox}	3	1.0000	Real Bed	strict	True	NYC	Quiet 1 bedroom apartment located in luxury complex. Queen size bed and couch for any additional guests. 2 Minute walk to J & M subway line. 1 minute walk to broadway featuring restraunts , cafes, shopping, grocery stores, banks, & Bus lines. Parking on Street Elevator in Building Safe & secure building. Individual lock and key on bedroom door for extra security. My place is good for artists, adventurers, vacationers, and business travelers.	2016-11-27	t	t	86%	2014-08-13	f	2017-08-12	40.7005	-73.9391	Cozy Apartment off J&M Subway Lines	Bushwick	11	100.0000	https://a0.muscache.com/im/pictures/0246b6ff-f116-4281-bbfd-8902e412874b.jpg?aki_policy=small	11206	1.0000	1.0000	115.0000
59287	35007	House	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning",Kitchen,"Pets allowed","Hot tub",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Self Check-In",Lockbox,"Private entrance",Bathtub,"Pack ’n Play/travel crib"}	14	3.0000	Real Bed	strict	True	LA	Come stay in this nice and spacious 4 bedroom home located in one of the best areas of Los Angeles. this home is within 15 to 20 minutes of the beach, Hollywood, Beverly Hills and downtown LA. This home can accommodate 10 people comfortably and up to 12 with air / floor mats. SPACIOUS CLUBHOUSE-STYLE 4 BEDROOM + 3 BATHROOM HOUSE WITH LOTS OF LIGHT AND LOCATED IN THE HIGHLY SOUGHT-AFTER AREA OF PICO ROBERTSON. Very central location to all of LA - Located at La Cienega and Airdrome next to Chabad of Sola. Great neighborhood in walking distance to kosher restaurants and markets. Very centrally located in LA and next to Beverly Hills. A great location to most sightseeing spots in Los Angeles RENTAL HIGHLIGHTS INCLUDE: Spacious and bright house in the heart of everything 'LA' Recently updated: bathroom, kitchen, sheets, towels, and pillows Full kitchen Wood floors Living room area 3 Queen beds + 1 Full bed + Queen Sofa Bed. House can sleep up to 10 with current beds and up to 14 with	2015-07-23	t	t	84%	2014-08-15	f	2016-06-26	34.0465	-118.3770	KOSHER-FRIENDLY 4 BEDROOM SLEEPS 10 and up to 12	NaN	6	93.0000	NaN	90035	4.0000	5.0000	360.0000

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